Table of contents
- Introduction
- Crime Survey for England and Wales (CSEW)
- Police recorded crime
- Comparison of the CSEW and police recorded crime
- Offence types
- Perceptions
- Classifications
- Statistical conventions and methods
- Crime Survey for England and Wales open data tables
- Other reference data
- Appendix 1: Recorded crime list
- Appendix 2: Crime Survey for England and Wales offences
- Appendix 3: Published sources of police recorded crime statistics covering England and Wales
- Appendix 4: Fraud offences recorded by the National Fraud Intelligence Bureau
- Appendix 5: Extracts from Crime Recording: A matter of fact (His Majesty’s Inspectorate of Constabulary and Fire & Rescue Services, 2014)
- Appendix 6: Summary of rolling programme of crime data integrity inspections (His Majesty’s Inspectorate of Constabulary and Fire & Rescue Services)
1. Introduction
1.1 Publication of crime statistics
This user guide provides detailed information on the datasets used to compile crime statistics published by the Office for National Statistics (ONS). It is designed to be a useful reference guide with explanatory notes regarding the updates, issues and classifications that are crucial to the production and presentation of the crime statistics.
We publish figures on the levels and trends of crime in England and Wales primarily based on two sets of crime statistics: the Crime Survey for England and Wales (CSEW) and police recorded crime data. Each source has different strengths and limitations but together they provide a more comprehensive picture of crime than could be obtained from either series alone. Our quarterly statistical bulletins also draw on data from other sources to provide a more comprehensive picture of crime and anti-social behaviour, including data from the National Fraud Intelligence Bureau (NFIB). In addition to quarterly updates, a number of supplementary volumes are produced, containing in-depth analysis of issues such as property crime, homicide and violent crime. Together, these statistics inform public debate about crime and support the development and monitoring of policy.
The dates of forthcoming crime statistics publications are pre-announced and can be found via the GOV.UK release calendar.
Copies of our statistical bulletins on crime are available online.
For further information about the CSEW and police recorded crime statistics, please email crimestatistics@ons.gov.uk or write to:
Public Policy Division, Office for National Statistics, Segensworth Road, Titchfield, Fareham, Hampshire, PO15 5RR.
Crime statistics for Scotland and crime statistics for Northern Ireland are collected and published separately.
Back to table of contents2. Crime Survey for England and Wales (CSEW)
2.1 Description of the survey
The Crime Survey for England and Wales (CSEW) is a face-to-face victimisation survey. People resident in households in England and Wales are asked about their experiences of a range of crimes in the 12 months prior to the interview. Respondents to the survey are also asked about their attitudes towards different crime-related issues, such as the police and the criminal justice system, and perceptions of crime and anti-social behaviour.
The CSEW was extended to include children aged 10 to 15 years [note 1] from January 2009, following several reviews including Crime Statistics: An independent review Carried out for the Secretary of State for the Home Department (PDF, 474KB), the Crime Statistics: User Perspectives report (PDF, 570KB), and feasibility work published in the British Crime Survey Research Report 6 (PDF, 329KB). The first results for this age group were published as experimental statistics (now called official statistics in development) in 2010 in the Home Office's Experimental statistics on victimisation of children aged 10 to 15: British Crime Survey year ending (YE) December 2009 statistical bulletin.
Estimates of victimisation against children were presented in quarterly statistical bulletins on crime in England and Wales up to YE March 2020. The reduction in sample sizes estimates are now updated annually. In February 2024, we piloted an online Children's Crime Survey, which sampled from the Department for Education's National Pupil Database. Following the success of this pilot, we have decided to stop interviewing children aged 10 to 15 years through the CSEW from April 2025. This will allow us to focus on further developing the online survey.
The main aim of the CSEW is to provide robust trends for the crime types and population it covers; the survey does not aim to provide an absolute count of crime and has notable exclusions. The CSEW excludes those crimes often termed as "victimless" (for example, possession of drugs). As a survey that asks people whether they have experienced victimisation, homicides cannot be included. The CSEW does not cover the population living in group residences (for example, care homes or student halls of residence) or other institutions, nor does it cover crime against commercial or public sector bodies. The Home Office (HO) commissioned a new survey of business crime to run from 2012, following a recommendation made in the National Statistician's Review of Crime Statistics: England and Wales (PDF, 446KB) published in 2011. Detailed findings for the latest Commercial Victimisation Survey (CVS) were published by the HO in their Crime against businesses: findings from the 2023 Commercial Victimisation Survey bulletin in May 2024.
For the crime types and population it covers, the CSEW provides a better reflection of the true extent of crime experienced by the population resident in households in England and Wales than police recorded statistics, because the survey includes crimes that are not reported to, or recorded by, the police. The primary purpose of the CSEW is to provide national-level estimates but some headline figures are available at regional level.
The CSEW is also a better indicator of long-term trends, for the crime types and population it covers, than police recorded crime because it is unaffected by changes in levels of reporting to the police or police recording practices. The methodology and the crime types included in the main count of crime have remained comparable since the survey began in 1981.
CSEW headline crime captures a range of personal and household victim-based crime in the interviewer-led parts of the survey, including:
theft
robbery
criminal damage
fraud
computer misuse
violence with or without injury
It is important to note that sexual violence and domestic violence reported in the interviewer-led parts of the CSEW are prone to considerable under-reporting. This is because many victims will not be willing to disclose these incidents in an in-home, face-to-face personal interview. For this reason, our preferred measures for these types of crimes comes from the survey's self-completion modules, which are presented separately and not included in CSEW headline measures of crime.
Accredited official statistics designation for estimates from the CSEW was temporarily suspended in July 2022 because of concerns about data quality. These concerns were specifically about the low response rate for face-to-face interviews after the coronavirus (COVID-19) pandemic. In June 2024, we published our Crime Survey for England and Wales data quality review: June 2024, exploring the impact of sample size and response rate on data quality for the CSEW.
The accredited official statistics designation remains suspended for YE March 2023 and YE March 2024, pending further review. Further work will also be needed to assess the effect of survey transformation on data quality, as described in our Consultation response: Redesign of the Crime Survey for England and Wales (PDF, 558KB).
Estimates of fraud and computer misuse offences
The CSEW did not previously include fraud and computer misuse offences in its estimates. However, new questions on fraud and computer misuse were added in October 2015, following the success of development work. This included a field trial as described in our CSEW Fraud and Cyber-crime Development: Field Trial (PDF, 382KB). Within six months, sufficient data had been gathered to produce initial estimates of fraud and computer misuse. These were published on 21 July 2016 alongside our quarterly release, Crime in England and Wales: year ending March 2016 bulletin, as Official Statistics in Development. The questions investigate the extent and trends of fraud and computer misuse and were reported separately to the main CSEW crime count [note 2]. The new offences were then included in CSEW headline estimates for the first time in January 2017, once the questions had been asked for a full 12 months.
With two full years of estimates on fraud and computer misuse available from the CSEW since September 2017, we released valid year-on-year comparisons for the first time in our Crime in England and Wales: year ending September 2017 bulletin. These statistics were awarded accredited official statistics status in March 2018.
Achieved interviews and response rates
CSEW estimates for YE March 2024 are based on face-to-face interviews with 30,847 people aged 16 years and over; a further 1,532 children aged 10 to 15 years took part in the children's survey. Face-to-face fieldwork for the CSEW was suspended from late March 2020 to October 2021 because of the pandemic. When fieldwork resumed, the response rate was considerably lower than prior to the suspension of fieldwork. The response rate for YE March 2023 was 42% [note 3], compared with 64% for YE March 2020. Preliminary analysis shows that 46% responded to the main survey and 42% of eligible children [note 4] in households participating in the adult survey responded in YE March 2024. The survey is weighted to adjust for possible non-response bias to ensure the sample reflects the profile of the general population. Being based on a sample survey, CSEW estimates are subject to a margin of error. Any changes in CSEW estimates over time that are described as differences are statistically significant, unless otherwise specified. Please see our Uncertainty and how we measure it for our surveys page for more information on statistical significance. More information is also available in Section 8: Statistical conventions and methods.
Technical reports provide further detailed information on the survey design and methodology.
2.2 Crime Survey for England and Wales methodology
The CSEW, previously known as the British Crime Survey (BCS), was first conducted in 1982 covering crime in 1981. It ran at mostly two-year intervals until 2001, when it became a continuous survey. The survey collects data using an in-home face-to-face interview approach. Although there have been changes to the survey over time, like the recent addition of fraud and cybercrime victimisation questions, the wording of questions asked to elicit victimisation experiences have been held constant throughout the life of the CSEW.
The face-to-face CSEW was suspended between 17 March 2020 and 4 October 2021 because of the pandemic. A telephone-operated version of the CSEW (TCSEW) was specifically designed to allow us to continue measuring crime during this period, while face-to-face interviewing was not possible. Survey data for YE March 2020 were based on the face-to-face CSEW and were largely unaffected by the pandemic. Survey estimates from YE June 2022 onwards are based on the face-to-face CSEW.
Survey data for YE June 2020 to YE March 2022 were mainly based on the TCSEW. Please see our User guide to crime statistics for England and Wales: measuring crime during the coronavirus (COVID-19) pandemic for more information.
The core sample is designed to be representative of the population of households in England and Wales and people living in those households. As such, it is possible to use the small users' Postcode Address File (PAF), which is widely accepted as the best general population sampling frame in England and Wales. As mentioned earlier, the CSEW does not cover the population living in group residences or other institutions, although excluding the minority of the population that lives in such establishments is thought to have little effect on CSEW estimates, according to a research report from 2008.
At each sampled address the interviewer is required to establish that the address is eligible; ineligible addresses include vacant properties, second homes, non-residential addresses and establishments where people are living in group residences, for example, care homes or student halls of residence. In the rare situations where one PAF address leads to two households, the interviewer randomly selects which household to approach.
Once the household is determined to be eligible, a sole person aged 16 years or over is selected at random for interview. No substitutes are permitted. Where applicable, a sole child aged 10 to 15 years is also selected at random to be interviewed in households that have taken part in the main survey. Again, no substitutes are permitted.
The overall sample size for the CSEW was reduced from 46,000 households per year in YE March 2012 to 35,000 households in YE March 2013. The sample size reduction took 12 months to implement. Readers of the quarterly bulletin will have seen a gradual decrease in the unweighted bases referenced in tables, as data based on the old sample size reduced to the new sample size. The annual sample size has been reduced to 31,000 households, following the return to face-to-face interviewing in October 2021 and the lower response rates achieved.
The survey sample of children aged 10 to 15 years automatically reduced from 4,000 children per year in YE March 2012 to 3,000 in YE March 2013. Lower achieved response rates for the 10- to 15-year-old survey resulted in a reduction in the sample of children to around 1,500 interviews per year.
The cluster design of the sample was also revised for YE March 2013. The prior sample design employed between 2008 and 2012 had been a mixed design, differing between three types of area, each type defined by the spatial density of its addresses. In high-density areas the sample was unclustered, while in other areas the sample was clustered with 32 addresses issued in each sampled middle layer super output area (MSOA). In low-density areas, a pair of lower level super output areas (LSOAs) was sampled in each sampled MSOA and 16 addresses issued in each one. There is a correlation between the spatial density of addresses and the degree to which victimisation rates vary between neighbourhoods. Consequently, unclustered samples in these areas yielded estimates with greater precision than clustered samples. Inclusion of an unclustered sample component not only improved the precision in these areas but brought a net increase in precision for national and police force area estimates as well. This design was further developed in two ways for YE March 2013 survey.
The unclustered sample design in high-density areas was extended so that three-year datasets became unclustered in every type of area. This was achieved by ensuring that every sample cluster was used at least once over the course of the three-year period from April 2012 to March 2015. Bespoke sample clusters (relating to victimisation rates) that were more heterogeneous than MSOAs were used, with the aim of increasing the precision of annual estimates. For full details of the new design, including a description of the creation of the bespoke cluster design, see Survey Methodology Bulletin, No 71, September 2012.
The 2023 to 2024 sample was designed to yield interviews with a nationally representative sample of 32,500 households in England and Wales. This included a boost of 5,900 interviews in high crime areas. The boost was designed to produce estimates of neighbourhood crime in high crime areas across England and Wales, and within seven police force areas (PFAs):Metropolitan Police, Greater Manchester, West Yorkshire, South Yorkshire, West Midlands, Kent, and Merseyside. High crime areas were identified based on the crime domain from the English Index of Deprivation and the Community Safety Index in Wales.
The boost was supported by a further 9,200 telephone interviews achieved between April 2023 and March 2024. The telephone interviews are currently used for survey transformation research and development only, as was the case from 2022 to 2023.
Except for the City of London PFA (which is merged with the Metropolitan PFA for the purpose of analysis), the sample is designed to yield a minimum of 585 interviews with people aged 16 years and over, in each of the 42 territorial PFAs. This was reduced from 625 for the 2019 to 2020 survey year. Prior to the transfer of responsibility for the survey from the Home Office to the Office for National Statistics in 2012, the previous sample design yielded a minimum of 1,000 interviews in each PFA. The driver for the reduction in the sample size was both the abolition of central targets for police forces and the outcome of the government's 2010 Comprehensive Spending Review (CSR). The Home Office conducted a consultation with users and concluded that reducing the sample size was the best option available; the new design would not introduce any discontinuity to important CSEW estimates or trends and would lead to "fairly modest" reductions in the precision of estimates at PFA level.
Figure 1 shows confidence intervals around CSEW estimates of household and personal crime since YE March 2005. The chart illustrates that the sample size reduction (implemented in YE March 2013 survey) had little effect on confidence intervals around estimates of crime for England and Wales as a whole (confidence interval data are available in the User Guide tables).
Figure 1: CSEW number of incidents and confidence intervals for estimated levels of household crime and personal crime
Households or people aged 16 years and over, England and Wales, year ending March 2005 to year ending March 2024
![Line chart showing CSEW number of incidents and confidence intervals for estimated levels of household crime and personal crime.](/https/www.ons.gov.uk/resource?uri=/peoplepopulationandcommunity/crimeandjustice/methodologies/userguidetocrimestatisticsforenglandandwales/2ff32877.png)
Source: Crime Survey for England and Wales from the Office for National Statistics
Notes:
- Following a methodological change to the handling of repeat victimisation in the CSEW, these data are not comparable with data published before January 2019. For more information see Improving victimisation estimates derived from the Crime Survey for England and Wales.
- The range given for these estimates is based on a 95% confidence interval (see Section 8 of the User Guide for more information).
- New victimisation questions on fraud and computer misuse were incorporated into the CSEW from October 2015. Up to YE September 2017 the questions were asked of half the survey sample. Data are presented from YE March 2018 onwards because the questions are being asked of a full survey sample.
- Data for YE March 2021 and March 2022 are not available, as the CSEW was paused because of the coronavirus (COVID-19) pandemic.
Download this image Figure 1: CSEW number of incidents and confidence intervals for estimated levels of household crime and personal crime
.png (38.7 kB) .xlsx (26.0 kB)Prior to the coronavirus (COVID-19) pandemic, CSEW response rates remained relatively consistent year to year and the target sample sizes were always achieved, either by increasing the sample size when the response rate falls, or reducing the number of repeat calls to sampled households when the response rate increases. Severe disruption to face-to-face fieldwork during the pandemic resulted in a sharp fall in the survey response rates and inability to meet the required interview targets for 2022 to 2023. In 2023 to 2024, the response rate stabilised to some degree and delivery of required interviews was closer to target.
Table 1 shows the variations in the achieved sample size for each year compared with the actual response rate, as well as other sampling changes that have occurred over the life of the survey.
While maintaining an achieved sample size helps uphold the precision of the survey's estimates, it cannot compensate for variations in non-response bias when the response rate varies. The survey has previously been very successful in maintaining a high response rate with little variation between years (over 70% [note 5]). We have investigated the effect of lower response rates on survey estimates, as described in our Crime Survey for England and Wales data quality review: June 2024. Further analysis of the effect of non-response bias on the survey is required to better understand variations in the response profile with a lower response rate. The CSEW uses calibration weighting to adjust for differential non-response, further reducing the chances of bias. For more information, see Section 8.3: Weighting data. In addition, an evaluation of non-response bias on the CSEW is conducted each decade by comparing census results with both CSEW responders and non-responders. Results of the 2011 Census non-response link study using CSEW data were published in the Survey Methodology Bulletin No. 73 (PDF, 3.23MB)
2001 to 2002 | 2002 to 2003 | 2003 to 2004 | 2004 to 2005 | 2005 to 2006 | 2006 to 2007 | 2007 to 2008 | 2008 to 2009 | 2009 to 2010 | 2010 to 2011 | 2011 to 2012 | 2012 to 2013 | 2013 to 2014 | 2014 to 2015 | 2015 to 2016 | 2016 to 2017 | 2017 to 2018 | 2018 to 2019 | 2019 to 2020 | 2022 to 2023 | 2023 to 2024 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | KANTAR Public | Verian |
32,787 | 36,450 | 37,931 | 45,120 | 47,796 | 47,203 | 46,983 | 46,286 | 44,638 | 46,754 | 46,031 | 34,880 | 35,371 | 33,350 | 35,248 | 35,347 | 34,715 | 34,163 | 33,735 | 31,183 | 30,847 |
73% | 74% | 75% | 75% | 75% | 75% | 76% | 76% | 76% | 76% | 75% | 73% | 75% | 70% | 72% | 74% | 73% | 70% | 64% | 42% | 46% |
PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF | PAF |
Yes | Yes | Yes | Yes | Yes | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
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CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI | CAPI |
6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 |
Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Over sampled in less populous PFAs (minimum = 600) | Over sampled in less populous PFAs (minimum = 600) | Over sampled in less populous PFAs (minimum = 600) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 1000) | Over sampled in less populous PFAs (minimum = 650) | Over sampled in less populous PFAs (minimum = 650) | Over sampled in less populous PFAs (minimum = 650) | Over sampled in less populous PFAs (minimum = 650) | Over sampled in less populous PFAs (minimum = 650) | Over sampled in less populous PFAs (minimum = 650) | Over sampled in less populous PFAs (minimum = 650) | Over sampled in less populous PFAs (minimum = 625) | Over sampled in less populous PFAs (minimum = 585) |
Download this table Table 1: CSEW sample history
.xls .csv2.3 Crime Survey for England and Wales interviewing
Crime Survey for England and Wales (CSEW) estimates are based on analysis of structured face-to-face interviews carried out using computer-assisted personal interviewing (CAPI), where interviewers record responses to the questionnaire on tablets. The mode of interview changed in the 1994 CSEW from a paper-based questionnaire to CAPI. CAPI allows logic and consistency checks to be incorporated into the survey to improve data quality. For example, the interviewer is unable to move on to the next question until a discrepancy or inconsistency has been resolved.
The main CSEW questionnaire for people aged 16 or over has a complex structure consisting of a core set of modules asked of the whole sample, a set of modules asked only of different sub-samples, and self-completion modules asked of the whole sample [note 6]. For example, modules include victimisation; performance of the criminal justice system (CJS); contact with and attitudes to the police and the CJS; mobile phone theft; anti-social behaviour; plastic card fraud; and demographic characteristics of the respondent and household.
The 10- to 15-year-old survey includes shortened versions of the screener and victimisation modules [note 7]. The children's survey also gathers information on a limited number of crime-related topics, like children's experiences online, sources of support, and personal safety. Some results from these supplementary topics were published in our Online bullying in England and Wales: YE March 2020 bulletin, our Children's online behaviour in England and Wales: YE March 2020 bulletin, and our Bullying and online experiences among children in England and Wales: YE March 2023 bulletin.
Survey development is carried out on an annual basis to reflect emerging issues. The wording of victimisation questions remains largely unchanged year on year, although some revisions to the fraud victimisation questions were implemented in 2021 to 2022. The precise set of other modules asked in each survey year varies from year to year.
Self-completion modules are used in the CSEW to collect information on topic areas that respondents could feel uncomfortable talking about to an interviewer. The use of self-completion on laptops allows respondents to feel more at ease when answering questions on sensitive issues, because of increased confidence in the privacy and confidentiality of the survey. The self-completion modules were traditionally only asked of respondents aged 16 to 59 years. From October 2016, the upper age limit on the self-completion module was removed from a quarter of the survey sample and we assessed uptake from older participants alongside consideration of ease of use and other factors to determine whether the upper age limit could be removed. Testing showed that self-completion acceptance declines as age increases, with the proportion of people completing the modules decreasing significantly for those aged 75 years and over. Therefore, the upper age limit was raised from 59 to 74 years from the start of the new survey year in April 2017. The first results for this extended age range were published in the annual supplementary tables in our Crime in England and Wales: year ending March 2018 bulletin. During the pause in face-to-face CSEW interviewing in 2020, we took the opportunity to review the way we delivered the self-completion modules to ensure they were both inclusive and sustainable for the future. Working closely with stakeholders, we made the decision to remove the upper age limit once the CSEW returned to the face-to-face mode of delivery.
Respondents can complete these self-completion modules on the interviewer's tablet by themselves (computer assisted self-interviewing (CASI) and, when finished, their answers are hidden. Children also have the option of Audio-CASI, which allows them to listen to questions via headphones and can help those with literacy problems In the March 2024 CSEW, 69% did not use this option at all. The self-completion modules are at the end of the face-to-face interviews and, for respondents aged 16 years or over, cover topics such as illicit drug use [note 8], domestic abuse and sexual assault. Child respondents are asked a limited set of questions by self-completion on issues such as bullying, truancy, online behaviour, and personal safety.
A self-completion module, asking respondents about abuse experienced during childhood was added in April 2015 for one year and was re-run for the survey YE March 2019 [note 9] and YE March 2024.
The data from this module for YE March 2019 were published in our Child abuse in England and Wales: January 2020 bulletin on 14 January 2020. This was part of a collection of child abuse data sources for England and Wales.
Improvements were made to the survey questions in consultation with stakeholders for YE March 2024. The questions underwent cognitive testing with people with lived experience of abuse during childhood before being added to the CSEW. Prior to YE March 2024, the survey questions asked respondents about abuse experienced before the age of 16. For YE March 2024, the questions ask about abuse experienced before the age of 18. In addition to asking about emotional abuse, physical abuse, sexual abuse, and witnessing domestic abuse, a new question has also been added to measure experience of neglect. The survey questions also ask information relating to:
relationship to the perpetrator
where the incident took place
the age at which the abuse started and finished
whether the respondent told anyone at the time
The data from this module represents people's experience of abuse over many years and does not provide a "moment in time" prevalence estimate. We do not provide a time series for this data or use these estimates to draw any conclusions about changes over time.
Self-completion modules were first included in the 1996 and 2001 CSEWs to improve estimates of domestic violence (as shown in Domestic Violence: Findings from a new British Crime Survey self-completion questionnaire and Domestic violence, sexual assault and stalking), and a similar module has been included since YE March 2005 CSEW. The self-completion module on illicit drug use was introduced in 1996 and comparable questions have been asked since then. These questions are not asked of children on the CSEW.
For YE March 2011 CSEW, an alternative set of questions were developed to measure the prevalence of domestic abuse, sexual assault and stalking in the self-completion module. The alternative set of questions was included in YE March 2012 and YE March 2013 as part of a split-sample. These formed part of a split-sample experiment to assess the effect of question changes on estimates of prevalence of these offence types. Results from this experiment were published in 2011 and formed the basis of a public consultation on questions to include in the CSEW self-completion module in future.
As of YE March 2014, the split-sample was dropped and just the new questions were asked. Analyses of the experiment for YE March 2013 were published in Methodological note: split sample for intimate personal violence (PDF, 497KB), which includes details of the adjustment applied to the back series to make a comparable time series.
In addition to the self-completion module to measure the prevalence of domestic abuse, sexual assault and stalking, different self-completion modules covering the nature of partner abuse and the nature of sexual assault are also rotated into the survey. These modules are included in alternate survey years, but neither were included in YE March 2016, as they were replaced with the new module on experiences of abuse during childhood. In YE March 2023 survey, an error in the survey resulted in missing data for some respondents from October 2022 to January 2023 inclusive. As a result, estimates for YE March 2023 for domestic abuse, sexual assault and stalking are based on eight months of interviews and exclude the affected survey months. Further details are available in the 2022 to 2023 CSEW Technical Report.
New domestic abuse questions have been included from April 2023, as part of a split-sample experiment that aims to improve the measure of domestic abuse. More information about the development of these questions can be found in our Developing a new measure of domestic abuse: April 2023 article.
The split sample experiment is intended to run until March 2025. Half of respondents will receive the new domestic abuse questions and will not be presented with the sexual assault and stalking questions. The other half of respondents will be presented with the original domestic abuse questions, along with the sexual assault and stalking questions. Domestic abuse, sexual assault, and stalking estimates presented in our Crime in England and Wales: Annual supplementary tables are currently based on the half of the sample asked the original questions.
2.4 Time periods covered
Prior to YE March 2002, Crime Survey for England and Wales (CSEW) respondents were asked about their crime-related experiences in the previous calendar year; but when the CSEW changed to a continuous survey, respondents were asked about crime in the 12 months prior to interview. Since becoming a continuous survey, CSEW estimates are published based on interviews carried out over a 12-month period. For example, estimates are derived from interviews carried out between April 2023 and March 2024 for the publication of the YE March 2024 CSEW.
As respondents are interviewed on a rolling basis over the course of a year, the time period covered by the data is not directly comparable with any calendar year. Therefore, tables and figures including trends over time refer to the year in which the crime took place for interviews prior to YE March 2002 (so interviews conducted in 1996 relate to victimisation in 1995 and will be labelled as 1995 in tables and figures), and the year in which the survey interviews took place for interviews since YE March 2002. Other questions on the CSEW (for example, attitudes to policing, confidence in the criminal justice system (CJS)) ask the respondent their current views or attitudes and thus the data are referenced as the year in which the respondent was interviewed.
Because respondents are interviewed at different times in each month, they are asked about experiences of crime in the current month, and in the 12 months prior to interview. Crimes experienced in the interview month are excluded from the 12-month reference period used for analysis. For example, the reference period for a respondent interviewed in:
April 2023 is April 2022 to March 2023
March 2024 is March 2023 to February 2024
For CSEW interviews conducted between April 2023 and March 2024, the reference period includes incidents experienced by respondents between April 2022 and February 2024. This makes March 2023 the midpoint for the reference period, as it is the only month to be included in all respondents' reference periods. With March 2023 as the mid-point, police recorded crime for YE September 2023 provides the most comparable period across these data sources.
The Home Office commissioned methodological work to consider the use of an alternative method of presenting the data based on crimes experienced in a particular year. The British Crime Survey: Methods Review 2009 compared the trajectory of a range of crime types, presenting the data based on the year the interview took place compared with the year the incident took place. There was no evidence that this different basis for reporting would have produced different findings over the period of 2001 to 2009. However, during this period a steady decline in crime was experienced. The review also noted that moving to presenting data based on the year that the incident took place would mean that analysts would have to wait an additional year before a complete dataset would be available to them. No changes were made to the CSEW as a result of this study.
2.5 Crime Survey for England and Wales measures of crime
The Crime Survey for England and Wales (CSEW) provides estimates of the levels of household and personal crimes experienced by respondents. Household crimes are considered to be all vehicle and property-related crimes and respondents are asked whether anyone currently residing in the household has experienced any incidents within the reference period. An example of a household crime would be criminal damage to a car (the owner of which could be anyone in the household). Personal crimes relate to all crimes against the individual and only relate to the respondent's own personal experience (not that of other people in the household). An example of a personal crime would be an assault.
Published CSEW data excludes sexual offences (except for "wounding with a sexual motive") as the number of sexual offences picked up by the survey is too small to give reliable estimates. Section 5: Offence types provides a full definition of offence types.
Details of experiences of crime are recorded in a series of victim modules. The first three victim modules include detailed questions relating to each incident; the last three victim modules are shorter modules, designed to be much quicker to complete to avoid respondent fatigue during the interview. The order in which the victim modules are asked depends on the type of crime - less-common crimes are prioritised in order to collect as much detailed information as possible. Respondents are asked about their experiences of crime in the 12-month reference period and up to six victim modules can be completed by each respondent.
Children aged 10 to 15 years
Extending the CSEW to encompass children's experiences of crimes raised some difficult issues with regard to classifying criminal incidents; for example, minor incidents that are normal within the context of childhood behaviour and development can be categorised as criminal when existing legal definitions of offences are applied. The Experimental Statistics on victimisation of children aged 10 to 15 bulletin, published in 2010, proposed four methods for counting crime against children. Following a National Statistics consultation with users, these measures have been refined. Responses to the user consultation suggested there was some value in all approaches, but the majority favoured the "broad" and "preferred" based measures with regard to estimating levels of victimisation [note 10].
Of the other two methods, there was least support during the consultation for the subjective approach, which included only offences perceived to be a crime by the respondent ("victim perceived"), and some limited interest from users in the presentation of the "all in law outside school" approach (which includes all incidents reported by children that are in law a crime except those occurring in school).
The "broad measure" (previously known as the "all in law" approach) is the widest-possible count but will include minor offences between children and family members that would not normally be treated as criminal matters. The "preferred measure" (previously known as the "norms-based" approach) is a more focused method, which takes into account factors identified as important in determining the severity of an incident but will still include incidents of a serious nature, even if they took place at school.
The "preferred measure" includes all offences where:
the offender [note 11, 12] was not known (for example, stranger, tradesman, pupil from another school)
the offender [note 11, 12] was known, but aged 16 years or over and not a family member (for example, neighbour, older friend, teacher) [note 12]
the offender [note 11, 12] was known and either a family member or aged under 16 years (for example, parent, sibling, school-friend) and there was visible injury or theft or damage involving a "high-value" item [note 13]
a weapon [note 14] was involved
In YE March 2010 and YE March 2011, a lower level of detail was collected if:
the incident happened at school
the offender [note 11, 12] was a pupil at the respondent's school
the offender did not use a weapon [note 14]
the victim was not physically hurt in any way
This was to reduce respondent burden and to reflect that some incidents reported by children may be considered relatively minor. Incidents that met these criteria had a limited amount of information collected to enable classification to a high-level crime category and so it was not possible to assign specific offence codes within the appropriate high-level classification according to standard CSEW procedures. As a result, these cases have been designated as "unspecified" offences. Without an offence code it is not possible to tell which detailed crime type the offence would be classified as. For example, data on whether the stolen item was being carried by the respondent at the time of a theft were not collected, so it is not feasible to determine whether this would be "theft from the person" or "other theft of personal property". However, because the respondent reported that there was intent to commit an offence, these incidents are still considered offences under law.
"Unspecified" offences do not fall within the scope of the "preferred measure" because the detailed information above was not collected.
In YE March 2012, this was changed, and full information was collected about all incidents of crime. This means that the "unspecified" categories are not derivable, and the data are not directly comparable over the three time periods. In YE March 2010 and YE March 2011, children aged 10 to 15 years were asked detailed information about up to four crimes; from YE March 2012, this was reduced to three.
A minor revision was made to the calculation of the preferred measure in the YE March 2013 survey, relating to the classification of incidents in terms of the intention to commit an offence and whether the incident should be classed as serious or non-serious. The need for this revision was identified when, during a broader programme of work to reweight survey estimates, a failure to implement a previous methodological change was uncovered. These changes had the effect of reducing estimates for the preferred measure (in particular, for personal theft and vandalism).
Some methodological differences between the adult's survey and the children's survey mean that direct comparisons cannot be made between the two sets of victimisation data, although these estimates are presented in the same publication to provide a better understanding of victimisation experiences among people aged 16 years or over and children resident in households.
Repeat victimisation
Most incidents reported are one-off, single occurrences, but in a minority of cases respondents may have been victimised a number of times in succession. In these cases, respondents are asked whether they consider these incidents to be a "series"; that is "the same thing, done under the same circumstances and probably by the same people." Where incidents are determined to be in a series, the number of incidents is recorded, but with only one victim module being completed based on the most recent incident.
Since the survey began in 1981, only the first five incidents of a series were included within estimates. Historically, including up to five repeat incidents as a maximum within each series for any individual victim had proven to be an effective way of reducing the effects of sample variability from year to year. This approach enabled the publication of incident rates that were not subject to large fluctuation between survey years and yielded a more consistent picture of changes in victimisations over time once high-order repeat victimisations were treated in this way. However, for some crime types such as violence, this resulted in point estimates being consistently lower than estimates if all high-order repeat victimisations were included. It may also have introduced additional measurement error where high-order repeat victimisation disproportionately affected a subgroup within the population; for example, women suffering from sustained repeat victimisation by a violent partner or family member.
In 2015, following criticism of this methodology, we commissioned a review of the methods for treating high frequency repeat victimisation. The review, which evaluated a range of methods, was completed in spring 2016 and the final proposed method was published on 6 July 2016 in the Review of methodology for addressing highfrequency repeat victimisation in Crime Survey for England and Wales estimates. We welcomed views from users on the recommendations in a consultation that ran from 6 July to 13 September 2016.
Based on feedback received, a proposal for how to address high-frequency repeat victimisation going forward was presented to the National Statistician's Crime Statistics Advisory Committee in late September 2016. The agreed proposal, along with a summary of the feedback received and our plans for the next steps, was published in a response to the consultation in early November 2016. In our response, we recognised that removing the cap of five was essential to improving crime statistics for many of our users and agreed to adopt a lighter cap of the 98th percentile of victim incident counts for each crime type (calculated over several years). The final methodology implemented from December 2018 included the following elements:
removing the arbitrary limit of five on the number of repeat incidents of crime included in the survey estimates
replacing this limit with a crime-specific imputation method based on the 98th percentile value, to track changes in repeat victimisation over time
adjusting the design weights used on the survey to reduce the level of variance in the weights, which will in turn lessen the volatility in survey estimates
The 98th percentile values are calculated for each crime type using three-year rolling datasets. For most crime types, the 98th percentile value is lower than five, indicating a low level of repeat victimisation for these crimes.
Where this is the case, we have not lowered the maximum number of incidents counted within a series below five (and so, included numbers of incidents above the 98th percentile). The estimates for criminal damage and violence offences are the only categories to be noticeably impacted by implementing the 98th percentile methodology.
User guide Table 16 details the three-year rolling 98th percentiles for the number of incidents in a series by crime type within the Crime Survey for England and Wales (CSEW). These 98th percentiles have been applied to the dataset associated with the last year included in the calculations. For example, 98th percentiles for the three years ending March 2020 will be applied to YE March 2020 estimates. The 98th percentiles act as a new maximum number of incidents that can be included within a series.
There is much more variability in the 98th percentile values from the children aged 10 to 15 years survey data than the people aged 16 years or over data. This is because of the considerably lower sample size for the children's survey (around 3,000 children aged 10 to 15 years in each year compared with currently over 30,000 people aged 16 years and over in each year). User Guide Table 17 details the three-year rolling 98th percentiles for the number of incidents in a series by crime type for the children aged 10 to 15 years survey data. These have been calculated based on "broad" as opposed to "preferred" measures of crime [note 15].
The entire CSEW time series going back to 1981 was revised under the new methodology and first published alongside our Crime in England and Wales: year ending September 2018 publication in January 2019. As such, data published in this release onwards are not comparable with data contained in previous bulletins.
Uncapped CSEW data are published alongside our quarterly Crime in England and Wales publication to give users choice over which estimates to use. These estimates of incidents will be subject to considerable volatility from year to year and are not the main measure of incident estimates from the CSEW.
It should be noted that the move away from the cap of five to the 98th percentile affected incident estimates only. Estimates of the victims of crime and their associated prevalence rates were affected to a small degree by the change to the component weights that also formed part of the methodological change. Further information on the methodology for repeat victimisation (including changes to the component weights) can be found in Improving victimisation estimates derived from the Crime Survey for England and Wales.
Offence coding
The final stage, based on information collected and processed from the victim modules, is the coding procedure. Specially-trained coders determine whether what has been reported constitutes a crime and if so, what offence code should be assigned to the crime. The full list of CSEW offence codes is shown in Appendix 2. CSEW crime statistics are produced from these data and presented as incidence or prevalence rates, based on counts of incidents or victims.
Incidence rate
The number of crimes experienced per household or individual
The incidence rate takes account of the number of times respondents have been victimised. Aggregating these incidents, and combining them with household and personal data, produces a number of incidents that can be presented as a rate per 1,000 households (for household crimes) or as a rate per 1,000 people aged 16 years or over or children (for personal crimes).
The overall number of incidents can be estimated for England and Wales based on the incidence rate and using population estimates for the household and people aged 16 years or over populations. In YE March 2024, incidence rates for household-level crimes were multiplied by 25,386,300 households; for personal-level crimes, rates were multiplied by 48,149,200 people aged 16 years or over, or by 4,486,500 children aged 10 to 15 years. This provides the number of incidents for each crime type, all rounded to the nearest 100. Published estimates are rounded to the nearest 1,000 incidents. Section 8: Statistical conventions and methods provides further information on population and household data used in the calculation of CSEW incidents.
We do not produce incidence rates for domestic abuse, sexual assault and stalking. Information about experiences of these crimes is collected via a self-completion module, and although a question on frequency of abuse was added to this module in April 2017, it was later removed in April 2019. The question was removed as it was found it could not be used to calculate the number of times a respondent had been victimised. This is because the question was asked using a range rather than a specific number of incidents, and one incident could be reported multiple times if more than one type of abuse was experienced during the incident.
Prevalence rate
The proportion of the population who were victims of an offence once or more
Unlike incidence rates, prevalence rates only take account of whether a household or person was a victim of a specific crime once or more in the reference period, not the number of times victimised. For the majority of crime types, these figures are based on information from the victim module, where respondents and their households are designated either as victims or non-victims. The proportion of victims provides the prevalence rate, often described as the risk of being a victim of crime - this describes only an average rate. Analysis of the CSEW shows that victimisation rates vary depending on factors associated with personal, area and household characteristics. For example, see our Crime in England and Wales: year ending March 2024 bulletin.
Since the CSEW also collects additional information from households, it is possible to determine prevalence rates for subgroups, such as vehicle or bicycle-owning households. Risk among these groups is higher than for the population in general, as the household population includes those who do not own vehicles or bicycles.
For domestic abuse, sexual assault and stalking, prevalence rates are based on information collected from a self-completion module of the survey. Respondents are asked if they have experienced a range of different behaviours, and the proportions of respondents who report having experienced these behaviours provide the prevalence rates (see Section 5.1: Violent crime for more information on domestic abuse, sexual assault and stalking). These rates do not take account of the impact of the behaviour on the respondent; information on the impact of domestic abuse, sexual assault and stalking is reported on separately in the series of articles focusing on violence in England and Wales, which have replaced the annual "Focus on violent crime and sexual offences" compendium publication.
Multiple and repeat victimisation
Multiple victimisation is defined as the experience of being a victim of more than one crime in the previous year.
This includes those who have been victims of more than one crime of the same type within the last 12 months (repeat victimisation) and also those who have been victims of more than one CSEW crime of any type within the last 12 months. People who have experienced multiple victimisation include those who have been a victim of more than one personal crime, or have been resident in a household that was a victim of more than one household crime, or have been a victim of both types of crime.
Levels of repeat victimisation account for differences between incidence and prevalence rates. For instance, high levels of repeat victimisation will be reflected in lower prevalence rates compared with incidence rates.
2.6 Changes to the presentation of crime statistics
The 2011 National Statistician's Review of Crime Statistics: England and Wales (PDF, 446KB) gave several recommendations to be addressed. This included that the Office for National Statistics (ONS) develop proposals for the future dissemination of crime statistics, with the aim of improving the presentation for users and providing a clearer picture of crime. We ran a consultation at the end of 2012 to set out proposed changes to the content of regular crime statistics outputs, and to the presentation of the crime classification used in those outputs.
We published our Future dissemination strategy for the publication of National Statistics on crime in England and Wales in January 2013. This included changes to the presentation of police recorded crime statistics implemented in our July 2013 bulletin, and to the CSEW, implemented in our July 2014 bulletin. Although the changes included reclassifying some elements of each data series, the overall count did not change. Changes to the presentation included:
the introduction of a new high-level "theft offences" category
the movement of some individual offences between categories
for police recorded crime, the formation of two broad categories to distinguish between crimes with a specific identifiable victim (referred to as "victim-based crime") and those without a direct victim (referred to as "other crimes against society")
for the CSEW, robbery was moved from violence into a separate standalone category
A more in-depth explanation of police recorded crime reclassifications can be found in our Presentational changes to National Statistics on police recorded crime in England and Wales methodological note (PDF, 104KB). More information on reclassifications for the CSEW can be found in our Presentational and methodological improvements to National Statistics on the Crime Survey for England and Wales methodological note (PDF, 176KB).
There have also been several other changes to the presentation of crime statistics. The presentation of data on fraud was updated to reflect new operational arrangements in reporting and recording practice, and new estimates of fraud provided by the CSEW. Specifically, fraud data presented in the police recorded crime series now shows offences recorded by Action Fraud [note 16], a public-facing national reporting centre that records incidents of fraud and internet crime directly from the public and other organisations. The police recorded crime figures also now incorporate available fraud data at England and Wales level from two industry bodies: Cifas and UK Finance.
The CSEW introduced new questions on fraud in October 2015. First estimates were included in the main estimate of CSEW overall crime for the YE September 2016 quarterly update, published in January 2017. Estimates of fraud were previously classed as official statistics in development. Following assessment in March 2018 by the Office for Statistics Regulation (OSR), CSEW estimates of fraud were classified as National Statistics. Further information is provided in Section 5.4: Fraud.
2.7 Crime Survey for England and Wales revisions policy
The general principle applied to the Crime Survey for England and Wales (CSEW) will be that when data are found to be in error, both the data and any associated analysis that has been published by the Office for National Statistics (ONS) will be revised in line with our revisions and corrections policy.
The CSEW revisions policy covers:
all approved researcher special licence datasets held by funding departments, the UK Data Archive and the ONS's Secure Research Service (SRS)
all end user licence datasets held by funding departments and the UK Data Archive (UKDA)
data appearing in quarterly bulletins; articles; short stories; ad hoc data requests; and any other form of ONS publication that utilises data from the CSEW
There are a number of reasons why we may wish to revise CSEW data, once it has been published and/or the datasets disseminated, for example if:
errors are discovered in raw, or derived variables
new derived variables are issued
it is decided that the methodology used to calculate a variable needs to be amended
reweighting is performed following revision to population estimates
While every effort is made to thoroughly check the data before they are either published or released for dissemination, errors do on occasion occur. In these instances the following procedure is followed.
The problem is identified and reported to the head of our Crime, Income and Wealth Division for consideration. We then establish whether there is an error and whether a revision is necessary (if an error is only minor, it is unlikely we will reissue a dataset, instead recording the error in the User Guide). The error will be corrected by our analysts, and a record of the impact of the revision in terms of scale and necessary publication revisions is made. A notice will then be issued to those organisations in receipt of CSEW data, including the Home Office, Ministry of Justice, and other government departments, detailing the error and its impact. The necessary revisions will be made to any publications using ONS procedures. The datasets will be reissued to UKDA, SRS and other data users. All users of the datasets affected will be informed that revisions have been made. The revisions will be made as soon as the impact of the error has been established and it is possible to carry out any amendments to our publications.
New derived variables
If new derived variables (DVs) are issued, and no existing DVs are revised, it will not be necessary to reissue the datasets affected but simply to issue the new DV, which can be appended to the existing datasets. Any new DVs will be issued as soon as they are available and have been checked (though if a number of DVs are to be added they will be added in one go).
Methodological changes
The CSEW was first conducted in 1982 (covering crime in 1981) and ran at mostly two-year intervals until 2001, when it became a continuous survey. Although there have been changes to the survey over time, the wording of the questions that are asked to elicit victimisation experiences have been held constant throughout the life of the CSEW. The core sample has always been designed to be representative of the population of households in England and Wales and people living in those households. Where a methodological change is required, the impact on current and past datasets will need to be assessed and a revision policy developed, giving careful consideration to any effect on the long time series of data available.
Notes for: Crime Survey for England and Wales (CSEW)
For more information on the extensive development and testing work carried out to extend the CSEW to children aged 10 to 15 years, read the Extending the British Crime Survey to children: a report on the methodological and development work report, published in 2010.
More information can be found in section 5.4 of this User Guide.
The response rate refers to the percentage of interviews completed out of the total number of individuals who could be contacted in the sample.
It is not possible to calculate the true composite response rate for children as it is not known what proportion of non-responding households contain children in the eligible age range. If this was in the same proportion as in responding households, the child response rate would be around 50%.
The response rate for YE March 2020 was slightly lower than previous years at 64%, because fieldwork was suspended two weeks early on 18 March 2020 because of the pandemic.
The upper age limit was lifted from the self-completion modules in October 2021.
The question set for children aged 10 to 15 years was specifically designed for this age range, while retaining broad comparability with the adult questionnaire in terms of the classification of offences.
Section 5.5 provides further details.
More information on this module is available in section 5.1 of this User Guide.
Since YE March 2011, while only two measures are being presented in crime statistics bulletins, data are still collected to enable the other measures to be derived; these will be made publicly available through the UK Data Service.
If there was more than one offender, the incident was included if just one of the offenders matched this criteria.
The inclusion of offences committed by a known non-family member irrespective of the nature of the offence represents a change to the approach used for the "norms-based" measure that was previously published in Experimental statistics on victimisation of children aged 10 to 15: British Crime Survey year ending December 2009. This recognises the importance of age in addition to relationship in classifying the severity of an incident.
This excludes items such as pens, stationery, food, toys, cards and cigarettes.
A "weapon" constitutes any item that was considered to be a weapon by the victim; this includes knives, sticks, stones and bottles, among other things.
The 'Preferred measure' takes into account factors identified as important in determining the severity of an incident (such as level of injury, value of item stolen or damaged, relationship with the perpetrator) while the 'Broad measure' counts all incidents which would be legally defined as crimes and therefore may include low-level incidents between children.
A new fraud and cybercrime reporting and analysis service is expected to replace the current Action Fraud service in 2024.
3. Police recorded crime
3.1 Introduction to police recorded crime
Police recorded crime figures are an important indicator of police workload. They can be used for local crime pattern analysis and provide a good measure of trends in well-reported crimes, like homicide, which is not covered by the Crime Survey for England and Wales (CSEW). There are also some categories of crime (such as drug possession offences) where the volume of offences recorded is heavily influenced by police activities and priorities; in such cases, recorded crime figures may not provide an accurate picture of the true extent of criminality.
Unlike the CSEW, recorded crime figures do not include crimes that have not been reported to the police or incidents that the police decide not to record as crimes. It was estimated that around 41% of CSEW comparable crime was reported to the police in the year ending (YE) March 2024, although this proportion varied considerably for individual offence types.
Police recorded crime data are supplied to the Office for National Statistics (ONS) by the Home Office, who are responsible for the collation of recorded crime data supplied by the 43 territorial police forces of England and Wales, plus the British Transport Police. These data are supplied to the Home Office on a monthly basis in an aggregated return for each crime within the notifiable offence list (see Appendix 1). They are then quality assured by the Home Office Crime Analysis Unit before they send the final data to us at the end of each quarter for final preparation and publication as Official Statistics. Notifiable offences include all offences that could possibly be tried by jury (these include some less serious offences, such as minor theft that would not usually be dealt with this way), plus a few additional closely related summary offences dealt with by magistrates' courts, such as assault without injury.
Quality of police recorded crime data
In January 2014, the UK Statistics Authority (The Authority) published their Assessment of compliance with the Code of Practice for Official Statistics of our Crime in England and Wales statistics. In this assessment, the Authority noted there was "accumulating evidence that suggests the underlying data on crimes recorded by the police may not be reliable". As a result, the Authority removed the accredited official statistics designation from all recorded crime data. Following our assessment of statistics on crime in England and Wales, and on the advice of the assessment team, the Authority Board restored the accredited official statistics designation to the statistics on unlawful deaths, based on the Homicide Index. All other recorded crime statistics remain undesignated.
We continue to publish and provide commentary on police recorded crime data.
In May 2024, the Office for Statistics Regulation (OSR) published a review on the quality of police recorded crime statistics for England and Wales. The review considers the quality of police recorded crime statistics and the reaccreditation of these statistics as accredited official statistics. The review looked at the quality of the underlying data, data processing and assurance, and included a sample of nine police forces, an inspection from His Majesty's Inspectorate of Constabulary and Fire & Rescue Services (HMICFRS), and engagement with analytical teams from the ONS, the Home Office, and wider stakeholders.
Regular inspections have been carried out by HMICFRS into the crime data integrity of each police force in England and Wales since 2014. Since these inspections began, HMICFRS have observed improvements to crime recording by police forces, with a statistically significant change (from 80.5% to 92.4%) in crime recording accuracy from 2014 to 2022.
However, challenges were still noted with the consistency of data across police forces. These include the interpretation of Home Office Counting Rules, variety in IT systems used, and quality assurance standards. Police forces' approaches to quality assurance have been improved by use of the Home Office Data Hub tool.
HMICFRS will continue these inspections and ensure this standard is maintained. Recommendations from the report include for:
the Home Office to better understand the quality assurance processes of police forces, and the strengths and limitations of differing IT systems across police forces
the ONS to communicate the quality of police recorded crime data, and the framework used to assess this
collaboration across the polices forces, HMICFRS, the Home Office, and the ONS to ensure strong communication and strengthen oversight
3.2 Compilation of police recorded crime statistics for England and Wales
The crime recording process starts at the point at which an incident comes to the attention of the police. This could be through a victim calling 999 (or reporting it to the police via another means), an incident being referred to the police by another agency, or being identified by the police directly (for example, officers encountering an incident while on patrol). While there are standardised rules used by all police forces to ensure consistency in decisions around when a crime is recorded, and what type of crime it is (see section 3.3 for details) the process by which the incident is subsequently logged and data are extracted for submission to the Home Office for inclusion in the Official Statistics varies between police forces. Forces currently use different IT systems and employ different internal processes in the steps that are followed to record crimes. However, it is possible to summarise the process in general terms (see Figure 2). This does not apply to fraud offences, which have separate reporting processes (see Section 5.4: Fraud).
Figure 2: Crime recording process map
![Flow chart showing the process for compiling police recorded crime statistics for England and Wales.](/https/www.ons.gov.uk/resource?uri=/peoplepopulationandcommunity/crimeandjustice/methodologies/userguidetocrimestatisticsforenglandandwales/50d91f90.png)
Notes:
- National Standard for Incident Recording.
- Further information on decisions around when a crime should be recorded is provided in the National Crime Recording Standard.
- For full definitions of different types of crime recorded by the police, see the Home Office Counting Rules for recorded crime.
- Section 3.5: Data on transferred and cancelled records provides further information on transferred or cancelled records.
Download this image Figure 2: Crime recording process map
.png (109.6 kB)Additionally, in their interim report on crime data integrity, His Majesty's Inspectorate of Constabulary and Fire & Rescue Services (HMICFRS) provides a clear description of the first stages of the crime recording process. Some extracts from this section of their report are given in Appendix 5note 1.
Home Office Data Hub
The Home Office Data Hub (HODH) has been designed to replace a spreadsheet-based system with automated capture of crime data (via direct extracts from forces' own crime recording systems). This reduces the burden on forces and reduces the risk of error associated with spreadsheet systems. The police are also able to supply more detailed information to the HODH, allowing a greater range of analyses to be carried out.
Of the 44 police forces in England and Wales, there are currently 42 providing their recorded crime data solely via this route. The Home Office continues to work with forces to overcome technical issues involved with such a comprehensive data administration system. Further consideration will be given to the quality of the data and how this more detailed data can be used. Some of the additional data provided by the Data Hub have been used in the quarterly crime bulletins, the articles relating to violent crime and sexual offences and "Domestic abuse in England and Wales" publications.
The small number of forces who are unable to provide data via the Home Office Data Hub provide aggregate data to the Home Office.
3.3 Recording practices and data quality
The Home Office Counting Rules and National Crime Recording Standard
There have been two major changes to the recording of crimes in the last two decades. In April 1998, the Home Office Counting Rules (HOCR) for recorded crime were expanded to include certain additional summary offences and counts became more victim-based (the number of victims was counted rather than the number of offences). In April 2002, the National Crime Recording Standard (NCRS) was introduced across England and Wales, (some forces adopted key elements of the standard earlier and compliance with the standard continued to improve in the years following its formal introduction). The NCRS was devised by the Association of Chief Police Officers
(ACPO) [note 2] in collaboration with Home Office statisticians. It was designed to ensure greater consistency between forces in recording crime and to take a more victim-oriented approach to crime recording, with the police being required to record any allegation of crime unless there was credible evidence to the contrary.
Both these changes resulted in an increase in the number of crimes recorded. Certain offences, such as the more minor violent crimes, were more affected by these changes than others. All of these factors need to be considered when looking at the trends in recorded crime. For these reasons, statistical bulletins mainly focus on trends following the introduction of recording changes in police recorded crime from YE March 2003.
Each police force has a Force Crime Registrar (FCR) who monitors the application of the HOCR and has a final arbiter role with respect to crime recording decisions. A nationally agreed crime data quality assurance manual (DQAM) has been developed for use by FCRs. This DQAM is subject to regular review. A national data quality working group meets regularly to consider specific issues, to advise His Majesty's Inspectorate of Constabulary and Fire & Rescue Services (HMICFRS) on inspection activity and to support FCRs in the development of local risk-based audits.
Like any administrative data, risks to the quality and integrity of police recorded crime data exist at some stages of the operational and decision-making processes used in the collection. The main areas of risk are whether a crime is recorded, whether a crime is correctly classified, and cancelled crimes.
Whether a crime is recorded
When an incident comes to the attention of the police there is a decision made about whether a crime has been committed. To provide consistency, police recording practice is governed by the HOCR and the NCRS. These rules set a national standard for the recording and classifying of notifiable offences by police forces in England and Wales (see Home Office documentation on counting rules for recorded crime). However, previous audits of crime and incident records have highlighted that in some cases the HOCR and the NCRS have not been correctly applied (the section on "Reviews and audits of data quality" contains more information).
Whether a crime is correctly classified
When the police have judged that a crime has occurred, the type of crime should be classified according to the HOCR, which set out a description of each notifiable offence. While audits have shown that crimes have in some cases been mis-recorded against the wrong crime type, evidence from the most recent audits suggests that the large majority of crimes were correctly classified and found no evidence of systemic misclassification (the section on "Reviews and audits of data quality" contains more information).
Cancelled crimes
Police forces record some crimes that are subsequently cancelled. Crime reports that are cancelled are removed from police crime data and thus from the police recorded crime statistics [note 3]. The HOCR set out circumstances under which a crime report may be cancelled. These include situations where a crime is considered to have been recorded in error or where, having been recorded, additional verifiable information becomes available that determines that no crime was committed. For further information, see the Cancellations section of the Home Office's Crime Recording Rules for Front line Officers and Staff (PDF, 954KB). In HMICFRS's inspections [note 4], nationally 80% of these decisions were made correctly. This result varied greatly across police forces, highlighting the difference in understanding amongst those responsible for making these decisions [note 5].
Ongoing quality checks
Ongoing consultation on the formulation and development of the policy on crime recording is provided through working groups comprising members of the Home Office, the Office for National Statistics (ONS), police force regional representatives and representatives of National Police Chiefs' Council (NPCC), His Majesty's Inspectorate of Constabulary and Fire & Rescue Services (HMICFRS), and the Crown Prosecution Service (CPS). Any changes of significant statistical impact will be subject to wider user consultation and be subject to final ministerial clearance.
Police recorded crime statistics, like any administrative data, will be affected by the rules governing the recording of data, systems in place, and operational decisions in respect of the allocation of resources. More proactive policing of non-victim-based crimes in a given area, such as drug offences or possession of a weapon, could lead to an increase in crimes recorded without any real change in underlying crime trends. Therefore, when examining trends in police recorded crime data presented in statistical bulletins, it is important to pay attention to the commentary, which will explain any caveats associated with the data.
The Home Office Crime Analysis Unit carry out internal quality assurance of police recorded crime data before submitting data to the ONS. These checks include:
variation checks - the total number of recorded crimes and the number recorded against each offence type are compared with the previous years' figures to check for any major deviations from the time series trend
checks for evidence of a high number of transferred or cancelled records (previously referred to as "no crimes") for individual offence types - in particular, homicide offences should not usually be transferred or cancelled, so checks include a flag on any negative homicide offences, as explained in Section 3.5: Data on transferred for cancelled records
checks against offences recorded under redundant codes - no offences should be recorded against expired codes
several other ad hoc quality checks carried out by the Home Office
Any anomalies or errors identified through these checks result in a report being returned to the relevant force for validation or correction.
Prior to the publication of any crime statistics bulletin, a verification exercise is carried out with all forces. The data held on the Home Office database are returned to individual forces asking for confirmation that the data accords with that held on their own systems. Again, forces resubmit data if required.
These checks are subject to continuous development.
Reviews and audits of data quality
Crime recording was previously the subject of independent audit by the Audit Commission. In their assessment of police data quality in September 2007 (Audit Commission, 2007), they commented, "The police have continued to make significant improvements in crime recording performance and now have better quality crime data than ever before." However, both the UK Statistics Authority (2010) and the National Statistician (2011) highlighted concerns about the absence of such periodic audits.
A HMICFRS review in line with a recommendation in the National Statistician's 2011 review of crime statistics looked at police crime and incident reports in all forces in England and Wales (HMICFRS, 2012) [note 6]. The review found a wide variation in the quality of decision making associated with the recording of crime (a range of between 86% and 100% from the lowest to the highest performing force), which was a cause for concern.
In the period that followed, further concerns over the quality of police recorded crime data were raised; through analysis published in methodological notes by the ONS in January 2013 [note 7], and as part of an inquiry by the Public Administration Select Committee (PASC) into crime statistics in late 2013, allegations of under-recording of crime by the police were made (in particular, concerns regarding the accuracy of police recorded crime data for sexual offences were raised).
The above resulted in a further HMICFRS inspection of the integrity of police recorded crime during 2014 [note 8]. HMICFRS's final inspection report, Crime recording: making the victim count (PDF, 1.1MB), which was based on inspections in all 43 territorial police forces, was published on 18 November 2014. The report highlighted that, at the national level, an estimated four in five offences (81%) that were brought to the attention of the police and should have been recorded as crimes, actually were recorded, with compliance for specific offence types as follows:
burglary - 89%
robbery - 86%
criminal damage and arson - 86%
other offences (excluding fraud) - 83%
sexual offences - 74%
violence with or without injury - 67%
The audit sample was not large enough to produce force level compliance rates. However, HMICFRS have reported on their inspection findings in separate crime inspection force reports for each of the 43 police forces in England and Wales, published on 27 November 2014. Following the inspections, HMICFRS made 13 recommendations aimed at improving crime recording, which are detailed in their final report.
Additional caution is currently required when interpreting statistics on police recorded crime. While we know that it is likely that improvements in compliance with the NCRS have led to increases in the number of crimes recorded by the police, it is not possible to quantify the scale of this, or assess how this effect varies between different police forces. Apparent increases in police force area data may reflect a number of factors, including tightening of recording practices, increases in reporting by victims, and also genuine increases in the levels of crime. In November 2015, HMICFRS wrote to all police forces advising that they would be commencing an unannounced programme of rolling inspections of police forces on an ongoing basis. Reports on these inspections are being published by HMICFRS on a rolling basis. In late 2020, HMICFRS commenced a new programme of Victim Service Assessments (VSA) also on a rolling basis. VSA is integrated into the inspectorate's wider inspections for each force with reporting merged into reports. By exception, HMICFRS may publish VSA findings in advance where they consider there is an accelerated cause for concern.
In 2023, HMICFRS published their latest annual report, State of Policing: The Annual Assessment of Policing in England and Wales 2022. This summarises improvements to police forces' recording practices, on the basis of the ongoing Crime Data Integrity programme.
Improving the quality of data flags on police recorded crime
Alongside the main police recorded crime data collection, the Home Office also requires forces to submit additional data on crimes that exhibit specific characteristics, for example, the use of a weapon or the involvement of domestic abuse. These separate data collections are often termed "special collections" and police forces meet the requirement to supply these data by adding a "flag" to crimes that meet the criteria for inclusion in a special collection so that these can be used as identifiers for compiling these data collections.
Forces raised concerns with the Home Office that some of the special collections, based upon these identifiers, were likely to be of variable quality since they relied on flags being manually assigned to a crime record. With many other priorities, it was possible that some recorded offences may not have had the flags correctly applied in the returns to the Home Office. For example, while the number of robberies recorded will have been a correct count of those on the force record management systems, the aggravating factors – such as whether the offence involved a weapon – may not have always been correctly identified.
In the past, some forces carried out extensive manual reviews of their crime records or used automated database extraction queries to ensure data returns were accurate. Other forces relied on officers and staff remembering to flag a record accurately. As a result, the Home Office has been developing a computer-assisted classification tool called the National Data Quality Improvement System (NDQIS) to improve data quality. This tool uses software supplied by Datactics. It scans the free text fields of a crime in force record management systems, which include the detailed circumstances of a crime as recorded by a call handler or an investigating officer. The system can identify crimes that should be flagged but may have been missed in the manual flagging process, as well as those that may have been flagged in error.
The NDQIS project's three broad aims are to:
improve the accuracy of the flagging of offences used for compiling special data collections
increase the consistency and comparability of data across forces
reduce the burden on forces to supply high quality data
To date, NDQIS has been rolled out or is in development for the following data collections:
knife and sharp instrument offences - rolled out from April 2020
domestic abuse offence - rolled out from April 2023
child sexual abuse - rolled out from April 2023
online crime - rolled out from April 2024
hate crime - in development and testing
Not all forces adopt the system at the same time when NDQIS is applied to a new data collection, and it is normal for forces to go through a period of testing and often further development. During this, each force will be able to assess how NDQIS affects the flagging of crime records in their recording system. After NDQIS is applied to a new data collection, the number of forces using the system will normally increase as they complete this testing phase. For data collections where NDQIS has been applied, published tables include information on the number of forces that have applied NDQIS to the flagging of offences.
3.4 Changes to recorded crime classifications
Since the introduction of the National Crime Recording Standard (NCRS), there have been two substantial changes to recording classifications.
During YE March 2012, the Home Office carried out a review of the crime classifications contained within the counting rules to consider to what extent they might be rationalised [note 9]. As a result, from April 2012 the number of crime classifications reduced from 148 to 126. Importantly, however, the overall number of crimes was not reduced in any way. There has been no change to the coverage of offences in the police recorded crime series and most changes are presentational, with some offences moving between classifications or being separated out of existing groupings [note 10].
In response to the National Statistician's recommendation, classifications used to present police recorded crime statistics from July 2013 were redesigned to provide a more coherent and consistent set of offence categories and a clearer picture for users [note 11]. One of the important changes was to divide police recorded crimes between two broad categories to distinguish between crimes with a specific identifiable victim (referred to as "victim-based crime") and those which do not normally have a direct victim and are more likely to be recorded as a result of proactive enforcement by the police and other authorities (referred to as "other crimes against society"). These were introduced to improve clarity of presentation and comparability with data from the Crime Survey for England and Wales (CSEW). A more in-depth explanation of police recorded reclassifications can be found in the Methodological note: Presentational changes to National Statistics on police recorded crime in England and Wales
At the same time, a third category was introduced to cover offences of fraud. Changes to the operational arrangements for the reporting and recording of fraud offences mean that, from April 2013, many fraud offences previously recorded by police forces were recorded centrally by Action Fraud (section 5.4 provides more information on fraud). Since September 2015, the presentation of data on fraud has been updated to reflect new operational arrangements in reporting and recording practice. Specifically, the police recorded crime figures now incorporate available fraud data at England and Wales level from two industry bodies, Cifas and UK Finance. More detail on this is given in Section 5.4: Fraud.
From October 2017, a new subcategory was introduced in the main violence against the person offence group: "death or serious injury caused by illegal driving", which covers offences previously contained in the "violence with injury" subcategory. Additionally, "stalking and harassment" offences were moved out of the subcategory of "violence without injury" and recorded in a separate subcategory of "stalking and harassment".
In April 2023, the classification for burglary in the home was amended to separate out offences where the burglary had occurred in the actual dwelling and offences that had occurred in unattached buildings within the grounds of the dwelling, like sheds.
Conduct crimes like stalking, harassment, and controlling coercive behaviour were recorded in addition to other crimes until June 2023. They are now recorded as the sole offence if the conduct crime is deemed to be the more serious offence. As a result, offences that often occur alongside a conduct crime will no longer be recorded.
3.5 Data on transferred and cancelled records
The Home Office routinely collects data from police forces on the number of incidents that have been recorded as crimes but have then been transferred [note 12] or cancelled. A table showing the numbers and percentages of transferred or cancelled records by offence group is available in Table UG14 of our User Guide tables and by police force area from the Home Office's Crime outcomes in England and Wales statistics.
Great care is needed in interpreting data on transferred or cancelled records. In particular, the proportion of cancelled records does not in itself infer high or low compliance with the overall requirements of the Home Office Counting Rules (HOCR). Levels of cancelled records are particularly susceptible to local recording practice and the IT systems in use. A police force having a high level of cancelled records may be indicative of that force having a local recording process that captures all reports as crimes at the first point of contact, and before any further investigation has taken place to consider the full facts. Equally, a police force with a low level of cancelled records may be indicative of a recording practice by which reports are retained as incidents only until a fuller investigation has taken place.
3.6 Police recorded crime revisions policy
The recorded crime figures are a by-product of a live administrative system that is continually being updated with incidents that are logged as crimes and subsequently investigated. Some incidents initially recorded as crime may on further investigation be found not to be a crime (described as "cancelled records"). Some offences may change category, for example, from theft to robbery. The police return provisional figures to the Home Office on a monthly basis and each month they may supply revised totals for months that have previously been supplied. The Home Office Crime Analysis Unit undertakes a series of validation checks on receipt of the data and queries outliers with forces who may then resubmit data.
The Home Office Crime Analysis Unit returns their figures to individual forces for quality assurance once a quarter. Once the quality assurance process is complete, a "snapshot" of the live database is taken, and final data are supplied to the ONS. Therefore it should be noted that figures in one release may differ slightly from figures published later. This does not mean that the figures previously published were inaccurate at the time that they were reported. The size of these revisions tend to be small and it is our policy not to revise previously published recorded crime figures unless they arise from a genuine error (for example, a force subsequently reports that when supplying thefts and robbery figures they had been transposed). A data table showing updates to the number of police recorded crimes compared with previously published statistics is released alongside each quarterly bulletin. See table QT1a in the quarterly data tables.
The general principle for any revision will be that when data are found to be in error, both the data and any associated analysis that has been published will be revised in line with the Corrections and revisions policy for official statistics.
3.7 Published sources of police recorded crime statistics for England and Wales
Police recorded crime statistics for England and Wales are available from a number of different published sources. The main sources are:
Official Statistics published by the Office for National Statistics (ONS)
Whilst all of the above sources are based on data extracted from police crime recording systems, there are a number of important differences between them, both in terms of the data they hold and their intended use. These are outlined in this section and summarised in Appendix 3.
In addition to these sources, local police forces also publish data covering their own areas. There is no standardised format for the release of local data by individual forces. Time periods used and crime types covered, as well as frequency of release, may vary between police forces.
Official Statistics published by the Office for National Statistics
Statistical bulletins published by the ONS include data on police recorded crime. These data are based on information supplied by police forces to the Home Office on a monthly basis. After conducting quality assurance, the Home Office supplies aggregated data to the ONS on a quarterly basis. The presentation of data focuses on England and Wales as a whole, although geographic breakdowns by police force and community safety partnership areas are included. The bulletins provide a comprehensive report on the latest crime statistics broken down by individual offence types, presenting these in the context of longer-term trends. Where possible, supporting commentary explains possible drivers of changing levels of crime. Our statistical bulletins also present other sources of statistics (including victimisation data from the Crime Survey for England and Wales (CSEW)) to help provide a fuller picture of trends and patterns in crime.
Home Office open data tables
The Home Office publish a set of open data tables on police recorded crime to coincide with the publication of the ONS quarterly statistical bulletin on crime. These tables are based on the same police recorded crime dataset as that used in the ONS statistical bulletin. They provide a breakdown of police recorded crime counts by individual offence classifications for each community safety partnership and police force area.
The open data tables are designed to meet the needs of the expert user. They are a rich source of data with which users are able to conduct their own bespoke analysis. The large data table (available in CSV and ODS formats) requires some manipulation to extract data for specific time periods, areas and offence types. Users can download open data tables from the Home Office's Police recorded crime and outcomes.
"Compare your area" data
Police recorded crime data can be found in the Your area section of police.uk. This data is shown as charts that enable users to compare levels of crime in a local area with other areas, presented at Community Safety Partnership level. The charts help users to understand more about how crime in an area:
- compares with crime in other similar areas
- compares with crime in the rest of the police force area
- has changed over time and in the rest of the police force area
These tables are updated quarterly and are based on the same police recorded crime dataset used in our official statistics.
Criminal justice system data delivery dashboard
The Criminal justice system (CJS) data delivery dashboard is published by the Ministry of Justice (MOJ). This dashboard brings together a range of criminal justice data. It gives an overview of the justice system, from the point a crime is recorded by the police to when a case is completed in court.
The metrics in the dashboard cover three priority areas for the criminal justice system:
improving timeliness
increasing victim engagement
improving quality of justice
Local crime maps
Police.uk also provides street-level recorded crime counts presented using a crime mapping tool. This allows users to view crime maps for a specific area (for example, their own neighbourhood) and gives a count of crimes in that area, as well as an indication of the street location that the crime occurred. The raw data (at street level) can also be downloaded.
The crime counts are based on data submitted by the police separately from the data used in the Official Statistics. While these data are ultimately sourced from the same police force databases as those used to supply data for the Official Statistics, there are some important differences between the Police.uk crime maps and ONS Official Statistics, most notably that:
crime mapper data are published on a monthly basis, providing counts of crime recorded in each calendar month rather than for a quarterly period
crime mapper data are published more quickly (with less lag time between the period to which the data refer and the date of release); however, these data are not subject to the same rigorous quality assurance process as the police recorded crime data published by the ONS
due to the monthly publication cycle, crime mapper data are more likely to include crimes where there has been a subsequent decision to "transfer or cancel" the offence (section 3.5 provides further details)
crime mapper data are restricted to those crimes for which geographical location information is available; crimes without this information are excluded from the map, but an indication of the number of crimes that do not have location information is provided.
Alongside police recorded crime data, the crime mapper tool also includes data on anti-social behaviour incidents recorded by the police and information on justice outcomes in a local area (a "justice outcome" is a crime that has been resolved by the police or a court).
Notes for: Police recorded crime
In April 2015, changes to NCRS introduced the necessity to record crimes reported by parents, carers and professional third parties, regardless of whether there is victim confirmation of the crime. This change impacts on the recording process described in Figure 2 and has resulted in the recording of two additional harassment offences 'Disclosure of private sexual photographs and films with the intent to cause distress or anxiety' and 'Sending letters with intent to cause distress or anxiety'.
In April 2015, the National Police Chiefs' Council (NPCC) replaced the Association for Chief Police Officers (ACPO).
The majority of cancelled record decisions are made by police forces before data are submitted to the Home Office, and although some revisions are made to published crime statistics as a result of transferred or cancelled records, these are typically small.
Further information is given in section 3.3, a sample (3,246) of decisions to cancel crime records for violent, robbery and rape offences were reviewed by HMICFRS throughout these inspections.
As a result of this audit, HMICFRS made two recommendations. Firstly, the Home Office should revise the HOCR guidance and in the case of rape offences, only the Force Crime Registrar should have the authority to make a decision to cancel a crime record. Secondly, the revision of the guidance should also state that a victim should be informed in a timely manner in the case of a decision to cancel a crime, with a record being made to that effect.
This followed a HMICFRS quality review in 2009 into the way in which police forces record most serious violence. This review found some variation in recording, which they partly attributed to the lack of independent monitoring of crime records.
Analysis published by the ONS showed that between YE March 2007 and YE March 2012, the police recorded crime series showed a faster rate of reduction than CSEW crime. For more information, see Section 4.2: Analysis of trends in comparable crime, or our Crime and justice methodology. One possible explanation for this was a gradual erosion of compliance with the NCRS in police recording practices and processes.
HMICFRS's inspection methodology involved audits of a sample (10,267) of reports of crime received either through incidents reported by the public, crimes directly reported to a police crime bureau, and those reports referred by other agencies directly to specialist departments within a force.
A public consultation was conducted during the autumn of 2011 following which the NSCSAC considered the various proposals and made recommendations to the Home Secretary. All of the NSCSAC papers and letters of advice resulting from that review are available on the NSCSAC pages of the UK Statistics Authority website
This change has no impact on the format of crime statistics published from July 2012. For all categories, a back-series has been created so that long-term trends are consistent from YE March 2003.
A methodological note was published alongside Crime in England and Wales, year ending March 2013, published on 18 July 2013, to provide more detail on the changes and to explain their impact on time series for important measures.
Police forces record some crimes that are subsequently transferred to another police force where it is determined that the crime occurred outside the jurisdiction of the police force in which it was originally recorded. Like cancelled records, these were previously classified as "no crimes".
4. Comparison of the CSEW and police recorded crime
4.1 Comparable subset of crime
This section explores the relationship between Crime Survey for England and Wales (CSEW) estimates and police recorded crime. By adjusting each series, comparisons can be made between police recorded crime and the CSEW (for people aged 16 years and over), allowing a better interpretation of overall crime trends. The need for this comparison has been particularly important during periods when various changes have been made to the police recording of crime.
To compare the crime rates measured by the CSEW and police recorded crime, a comparable subset of crimes has been created for a set of offences that are covered by both measures. Various adjustments are made to the recorded crime categories to maximise comparability with the CSEW but they are not adjusted to exclude victims of commercial offences and offences committed against children aged under 16 years. Over three-quarters of CSEW offences (excluding fraud and computer misuse) reported in interviews in recent years fall into categories that can be compared with crimes recorded by the police.
The mapping between CSEW categories and police recorded offence codes is approximate and categories will not be directly equivalent in all cases. One recent amendment to this comparable subset is the addition of "attempted assault" to the CSEW violence category. Time series data back to year ending (YE) March 2003 have been adjusted accordingly. For further information, see Exploring diverging trends between the Crime Survey for England and Wales and police recorded crime: July 2024.
Violence
Recorded crime offences included in this category:
Assault with intent to cause serious harm (5D)
Assault with injury (8N)
Racially or religiously aggravated assault with injury (8P)
Assault with injury on a constable (8S)
Assault with injury on an emergency worker (other than a constable) (8T)
Assault without injury on a constable (104)
Assault without injury (105A)
Racially or religiously aggravated assault without injury (105B)
Robbery
Recorded crime offences included in this category:
- Robbery of personal property (34B)
Theft from the person
Recorded crime offences included in this category:
- Theft from the person (39)
Domestic burglary in a dwelling
Recorded crime offences included in this category:
Residential burglary of a home (28I)
Attempted residential burglary of a home (28J)
Distraction burglary - residential (home) (28K)
Attempted distraction burglary - residential (home) (28L)
Residential burglary of unconnected building (28M)
Attempted residential burglary of unconnected building (28N)
Distraction burglary - residential (unconnected building) (28O)
Attempted distraction burglary - residential (unconnected building) (28P)
Aggravated burglary - residential (home) (29B)
Aggravated burglary - residential (unconnected building) (29C)
Vehicle-related theft
Recorded crime offences included in this category:
Aggravated vehicle taking (37.2)
Theft from a vehicle (45)
Theft or unauthorised taking of motor vehicle (48)
Interfering with a motor vehicle (126)
Bicycle theft
Recorded crime offences included in this category:
- Theft or unauthorised taking of pedal cycle (44)
Criminal damage to a dwelling
Recorded crime offences included in this category:
- Criminal damage to a dwelling (58A)
Criminal damage to a vehicle
Recorded crime offences included in this category:
- Criminal damage to a vehicle (58C)
Reporting rates: findings from the CSEW
The CSEW asks whether incidents were reported, or otherwise came to the attention of the police. It is estimated that only 41% of CSEW comparable crime in YE March 2024 was reported to the police. This shows considerable differences in reporting rates between different types of offences and some variability in reporting rates over time. Since YE March 2019, analysis of reasons given for not reporting crime to the police have been published in Tables D11 and D12 of our Crime in England and Wales: Annual Trend and Demographic tables. Discrepancies between the trends in the CSEW and police recorded crime may reflect trends in reporting rates.
4.2 Analysis of trends in comparable crime
Introduction
The CSEW and recorded crime series have broadly displayed similar trends for overall crime, with some inconsistencies because of reporting and recording changes. Both series in the comparable subset decreased from YE March 2003 to YE March 2014. However, while CSEW crime has generally continued to fall, police recorded crime increased between YE March 2014 and YE March 2020. Numbers of offences for both YE March 2023 and March 2024 have remained similar.
Figure 3: Trends in the volume of crime in the comparable subset for reported CSEW incidents and offences recorded by the police have diverged
England and Wales, year ending March 2003 to year ending March 2024
Source: Crime Survey for England and Wales from the Office for National Statistics and Police recorded crime from the Home Office
Notes:
- Data for YE March 2021 and March 2022 are not available because the CSEW was paused because of the coronavirus (COVID-19) pandemic.
- Data from the CSEW for the YE March 2023 and YE March 2024 are not designated as accredited official statistics.
- Police recorded crime data are not accredited official statistics.
Download this chart Figure 3: Trends in the volume of crime in the comparable subset for reported CSEW incidents and offences recorded by the police have diverged
Image .csv .xlsThere is no obvious methodological change to the survey that might explain the divergence between the two data series since YE March 2013. The divergence in trends between the two data sources is mainly because of improvements in recording practices in police recorded crime. This effect has been more pronounced for some crime types, like violence with and without injury. However, flattening trends over the last couple of years may suggest that improvements in recording practices are beginning to have less effect on some offences. The increased focus on the quality of crime recording by the police, following His Majesty's Inspectorate of Constabulary and Fire & Rescue Services (HMICFRS) report, Crime recording: making the victim count report (PDF, 1.1MB), published in 2014, is likely to have improved compliance levels.
The HMICFRS report also recommended changes to the Home Office Counting Rules (HOCR) for reports of crime received from professional third parties, like local authority social services or the medical profession. This may have increased reports of crimes against vulnerable people, such as victims of child abuse, domestic abuse, and elder abuse.
For further details, see our Exploring diverging trends between the Crime Survey for England and Wales and police recorded crime: July 2024 methodology, which looks at the issue of a possible divergence between police recorded crime and CSEW trends, using two comparable subsets of crime types from both series.
Ratio comparing CSEW reported crime and police recorded crime
It is possible to calculate a ratio using volume measures of both CSEW and police recorded crime, using the comparable subset of crimes outlined in Section 4.1: Comparable subset of crime. In theory, if all crimes from the CSEW subset were reported to the police and subsequently recorded by the police, the ratio would be 1. Some variation in the ratio is to be expected because of the inherent variability of sampling associated with the survey.
Between YE March 2003 and YE March 2015, the divergence ratio was between 0.6 and 0.8 for almost the entire period. This means that CSEW reported a higher number of incidents than offences recorded by the police. However, in YE March 2016, the divergence ratio rose sharply to 0.86, from 0.73 in the previous year. The divergence ratio also rose to above 1, to 1.09, in YE March 2017. This was the point at which offences recorded by the police became larger than CSEW reported incidents. Since then, the divergence ratio has risen sharply, increasing to 1.80 in YE March 2023; however, there was a noticeable drop to 1.63 in YE March 2024.
Figure 4: The divergence ratio has increased over time
England and Wales, year ending March 2003 to year ending March 2024
Source: Crime Survey for England and Wales from the Office for National Statistics and police recorded crime from the Home Office
Notes:
- Data for YE March 2021 and March 2022 are not available, because the CSEW was paused because of the coronavirus (COVID-19) pandemic.
- Data from the CSEW for YE March 2023 and YE March 2024 are not designated as accredited official statistics.
- Police recorded crime data are not accredited official statistics.
Download this chart Figure 4: The divergence ratio has increased over time
Image .csv .xlsThe current disparity in the divergence ratio (1.63) can mainly be explained by the specific ratio disparities for violence with and without injury (2.64), robbery (1.92) and theft from the person (1.48) offences. These offences are personal level crimes and are therefore influenced by differences in coverage. This is because the CSEW does not capture crimes against non-household populations, or those aged under 16 years old. While these differences in coverage would fully explain the disparities for robbery and theft from the person offences, it only partially explains the differences for violence with and without injury offences.
The disparity in violence with and without injury offences in YE March 2024 can also be explained by known limitations of the CSEW for estimating incidents of violence with and without injury; the underestimation of domestic violence in the interviewer-administered parts of the survey and capping of the number of repeat incidents to reduce year-to-year volatility in survey estimates and provide a better measure of trend over time.
For further details, see our Exploring diverging trends between the Crime Survey for England and Wales and police recorded crime: July 2024 methodology, which explores the current disparity in the divergence ratio in detail.
Back to table of contents5. Offence types
All crime is split between two primary offence groups: victim-based crimes and other crimes against society. Victim-based crimes are those with a specific identifiable victim. All Crime Survey for England and Wales (CSEW) crime is victim based, as it is derived from a survey of people's experiences of crime and must have a victim for it to be recorded. Police recorded crime includes both victim-based crimes as well as other crimes that do not normally have a direct victim, referred to as "other crimes against society". Police recorded "victim-based crime" includes violence against the person; sexual offences; robbery; total theft offences; and criminal damage and arson. Police recorded "other crimes against society" includes drug offences; possession of weapon offences; public order offences; and miscellaneous crimes against society. In addition, victim-based crime can be separated into crimes against people and households and crimes against businesses.
CSEW and police recorded crime data vary in strength, depending on the crime type being measured. A new data quality framework has been compiled to help inform users about the quality of crime statistics for different types of crime. Its source will provide the most reliable measure of trends over time. Ratings for crime types measured by the CSEW are mainly assessed by the level of uncertainty around estimates over time, which is dependent on sample size and relative volume. For police recorded crime, ratings for crime types are assessed based on known changes to recording practices and variation in police activity, where available. The reliability of trend data for each crime type are classed as "good", "moderate" or "poor" and are shown in the data quality framework.
Homicide
Reliability rating: good.
Reliable trend information is available in police recorded crime figures and the Home Office Homicide Index. This offence is not captured by the CSEW.
Source: police recorded crime and Home Office Homicide Index.
Relative volume: very low.
Offences involving knives or sharp instruments
Reliability rating: moderate.
There is some uncertainty over drivers, but it is likely that recent trend reflects real changes in crime levels. There is some validation of this trend from NHS data on hospital admissions. Recording improvements may also be a factor. Offences involving knives or sharp instruments are not well covered by the CSEW.
Source: police recorded crime.
Relative volume: low.
Offences involving firearms
Reliability rating: moderate.
There is some uncertainty over drivers, but it is likely that recent trends reflect real changes in crime levels. Recording improvements may also be a factor. There is some validation of this trend from NHS data on hospital admissions. Offences involving firearms are not well covered by the CSEW.
Source: police recorded crime.
Relative volume: low.
Violence with or without injury
Reliability rating: moderate.
Reliable long-term trends are available from the CSEW. Incidents where the perpetrator was an acquaintance or stranger (non-domestic violence) provide a good estimate of volume. However, incidents perpetrated by a family member, partner or ex-partner (domestic violence) are underestimated, because many victims will not be willing to disclose such incidents in the context of an in-home face-to-face personal interview. Some validation of trend over time from hospital episodes data on visits to Accident and Emergency following an assault is available. Recording improvements in police recorded crime data mean that these do not provide a reliable measure of trends in crime.
Preferred source: CSEW.
Relative volume: medium.
Stalking
Reliability rating: good
Reliable long-term trends are available from the CSEW for stalking. These are prevalence estimates only, and there is more uncertainty around estimates for some years because of reduced sample size. CSEW stalking is defined as two or more incidents causing distress, fear or alarm, including:
receiving obscene or threatening unwanted letters, emails, text messages or phone calls
having had obscene or threatening information about them placed on the internet
waiting or loitering around home or workplace
following or watching
This differs slightly from the police recorded crime definition. Police recorded crime data for stalking are affected by improvements to recording practices and changes in Home Office Counting Rules (HOCR).
Preferred source: CSEW
Harassment
Reliability rating: moderate
CSEW harassment is only available from YE March 2023 onwards. It differs from the definition of police recorded crime harassment to capture wider one-off experiences of street harassment. Police recorded crime data for stalking are affected by improvements to recording practices and changes in HOCR.
Preferred source: CSEW
Relative volume: high
Sexual offences
Reliability rating: moderate
This is a good indicator of current prevalence of sexual assault. However, the precision of these estimates for some previous years have been affected by lower sample sizes. This means that some years will have large margins of error, and estimates may fluctuate. Police recorded crime data do not provide a reliable measure of trends in this crime type because of recording improvements for police recorded crime data, as well as increasing willingness among victims to report to authorities.
Preferred source: CSEW
Relative volume: medium
Robbery (crimes against individuals and households)
Reliability rating: good
This is reasonably reliable long-term trend information from the CSEW. However, relatively small numbers of victims means that there can be some volatility in CSEW estimates from year to year. Police recorded crime data are thought to provide a reasonable indication of trends and are not thought to have been subject to extensive changes in recording practice. There is some validation of police recorded crime trends with CSEW.
Preferred source: police recorded crime
Relative volume: low
Robbery (crimes against businesses and organisations)
Reliability rating: good
Police recorded crime data provide a reasonable indication of trends and are not thought to have been subject to extensive changes in recording practice. This offence is not captured by the CSEW.
Preferred source: police recorded crime
Relative volume: low
Burglary (crimes against individuals and households)
Reliability rating: good
These are reliable long-term trends available from the CSEW. However, police recorded data are also thought to offer a good indication of trends. Burglary offences are well reported to the police and are not thought to have been subject to extensive changes in recording practice.
Preferred source: CSEW
Relative volume: high
Burglary (crimes against businesses and organisations)
Reliability rating: moderate
These are covered in police recorded crime statistics as part of the "Burglary - business and community" category. They are not thought to have been subject to extensive changes in recording practice. They can draw on information from the HO Commercial Victimisation Survey. This offence is not captured by the CSEW.
Preferred source: police recorded crime
Relative volume: high
Vehicle theft offences (crimes against individuals and households)
Reliability rating: good
Reliable long-term trends available from the CSEW. However, police recorded crime data also offer a good indication of trends. Theft of vehicle offences are well-reported to the police and are not thought to have been subject to extensive changes in recording practice.
Preferred source: CSEW
Relative volume: high
Vehicle theft offences (crimes against businesses and organisations)
Reliability rating: moderate
This is covered in police recorded crime statistics, but offences against business are not separately identifiable. They can draw on information from the Home Office Commercial Victimisation Survey. This offence is not captured by the CSEW.
Preferred source: police recorded crime
Relative volume: high
Other household theft
Reliability rating: good.
Reliable long-term trends available from the CSEW. Captured in police recorded crime but not separately identifiable from within the "Other theft offences" category.
Preferred source: CSEW.
Relative volume: medium to high.
Theft from the person
Reliability rating: moderate.
Reasonably reliable long term trend information from the CSEW but relatively small numbers of victims means that there can be some volatility in CSEW estimates from year to year. Police recorded crime data are thought to provide a reasonable indication of trends and are not thought to have been subject to extensive changes in recording practice. There is some validation of police recorded crime trend with CSEW data.
Preferred source: police recorded crime.
Relative volume: medium.
Other theft of personal property
Reliability rating: good.
Reliable long-term trends available from the CSEW. Captured in police recorded crime but not separately identifiable from within the "Other theft offences" category.
Preferred source: CSEW.
Relative volume: high.
Bicycle theft
Reliability rating: moderate.
Reasonably reliable long term trend information from the CSEW but relatively small numbers of victims means that there can be some volatility in CSEW estimates from year to year. Police recorded crime data are thought to provide a reasonable indication of trends and are not thought to have been subject to extensive changes in recording practice.
Preferred source: CSEW.
Relative volume: medium.
Shoplifting
Reliability rating: moderate.
Trend data are available from police recorded crime data. Shoplifting offences are often not reported to the police, so trends may also reflect changes in reporting rates, as well as real changes in crime. Improvements in recording practice may also be a factor. This offence is not captured by the CSEW. Able to draw on information from Home Office Commercial Victimisation Survey, but small sample size can make trends difficult to interpret because of volatility in estimates from year to year.
Preferred source: police recorded crime.
Relative volume: medium.
All other theft offences
Reliability rating: moderate.
Theft of business property is covered in police recorded crime but not separately identifiable from personal or household theft offences.
Preferred source: police recorded crime.
Relative volume: high.
Criminal damage and arson (crimes against individuals and households)
Reliability rating: good
Reliable long-term trends are available from the CSEW. Recording improvements in police recorded crime data mean that these do not provide a reliable measure of trends in crime.
Preferred source: CSEW
Relative volume: high
Criminal damage and arson (crimes against businesses, organisations and society, and the state)
Reliability rating: moderate
These are covered in police recorded crime statistics, but offences against business are not separately identifiable. This offence is not captured by the CSEW. We can draw on information from the Home Office Commercial Victimisation Survey.
Preferred source: police recorded crime
Relative volume: high
Fraud (crimes against individuals and households)
Reliability rating: good.
CSEW provides reliable estimates of the extent of fraud against individuals. CSEW estimates capture high volume lower harm offences well and are not as good at providing reliable figures on more serious forms of fraud. Data from Action Fraud (AF) cover only those crimes that are reported to AF. As such, these figures capture the more serious types of fraud more effectively than the
CSEW.
Preferred source: CSEW.
Relative volume: high.
Fraud (crimes against businesses, organisations and society, and the state)
Reliability rating: poor.
Available sources provide only a partial picture. Some reports to AF will be from businesses or organisations, but only a small proportion of incidents are likely to be reported.
Able to draw on additional information from industry body UK Finance on bank account and plastic card fraud.
Preferred source: police recorded crime and data from industry bodies.
Relative volume: high.
Fraud (crimes against society and the state)
Reliability rating: poor.
Available sources provide only a partial picture. Some reports to AF will be from organisations and public sector bodies but only a small proportion of incidents are likely to be reported.
Preferred source: police recorded crime.
Relative volume: high.
Computer misuse (crimes against individuals and households)
Reliability rating: good.
CSEW provides reliable estimates of the extent of computer misuse against individuals. CSEW estimates capture high volume lower harm offences well and are not as good at providing reliable figures on more serious forms of computer misuse. Data from AF cover only those crimes that are reported to AF. As such, these figures capture the more serious types of computer misuse more effectively than the CSEW.
Preferred source: CSEW.
Relative volume: high.
Computer misuse (crimes against businesses, organisations and society, and the state)
Reliability rating: poor.
Available sources provide only a partial picture. Some reports to AF will be from businesses or organisations, but only a small proportion of incidents are likely to be reported.
Preferred source: police recorded crime and data from industry bodies.
Relative volume: high.
Computer misuse (crimes against society and the state)
Reliability rating: poor.
Available sources provide only a partial picture. Some reports to AF will be from organisations and public sector bodies, but only a small proportion of incidents are likely to be reported.
Preferred source: police recorded crime.
Relative volume: high.
Public order offences
Reliability rating: poor.
Trends are available from police recorded crime figures, but these do not currently provide a reliable indication of trends in crime. These figures reflect levels of police activity rather than crime and have also been subject to improvements in recording.
Preferred source: police recorded crime.
Relative volume: high.
Drug offences
Reliability rating: poor.
Trends are available from police recorded crime figures, but these do not currently provide a reliable indication of trends in crime. These figures reflect levels of police activity rather than crime.
Preferred source: police recorded crime.
Relative volume: medium.
Possession of weapons offences
Reliability rating: moderate.
Trends are available from police recorded crime figures, but these do not currently provide a reliable indication of trends in crime. These figures reflect levels of police activity rather than crime.
Preferred source: police recorded crime.
Relative volume: low.
5.1 Violent crime
Violent crime covers a range of offence types from minor assaults, such as pushing and shoving that result in no physical harm, to murder. This includes offences where the victim was intentionally stabbed, punched, kicked, pushed or jostled, as well as offences where the victim was threatened with violence whether or not there is any injury.
In published crime statistics, violent crime, as measured by the CSEW, is grouped into two broad, high-level categories: "violence with injury" and "violence without injury". CSEW headline crime estimates of violence only include crimes covered by the interviewer-led parts of the survey, including violence with or without injury. Sexual offences are covered by the CSEW in the self-completion section of the survey, and are reported separately because of the sensitive nature of the subject matter. The offence types "serious wounding with sexual motive" and "other wounding with sexual motive" are the exceptions, and are included in the offence type "wounding" in the "violence with injury" category.
Police recorded violent crime also features "violence with injury" and "violence without injury" categories. However, these categories are not directly comparable between the CSEW and police recorded crime. In addition to these two categories, police recorded crime statistics present three other major offence categories for violence: "homicide", "death or serious injury - unlawful driving" and "stalking and harassment". Homicide, and death or serious injury - unlawful driving offences are not covered by the CSEW, because this is a victim-based survey.
Because the CSEW and police recorded crime data cover different crime types, they are not directly comparable. The following presents violent offences (including their offence code) captured in police recorded crime and compares them with those captured by the main CSEW.
Offence category (including offence code) captured by PRC
All offences leading to death (non-applicable).
Attempted murder (2).
Intentional destruction of viable unborn child (4.3).
Endangering life (5E).
Causing or allowing death or serious physical harm of child or vulnerable person (4.7).
Conspiracy to murder (3A).
Threats to kill (3B).
Cruelty to children or young persons (11A).
Child abduction (13).
Kidnapping (36).
Modern slavery (106).
Harassment (8L).
Racially or religiously aggravated harassment (8M).
Stalking (8Q).
Malicious communication (8R).
Controlling and coercive behaviour (8U).
Offence category (including offence code) captured by both the PRC and CSEW data
Assault with intent to cause serious harm (5D).
Assault with injury (8N).
Racially or religiously aggravated assault with injury (8P).
Assault with injury on a constable (8S).
Assault with injury on an emergency worker, other than a constable (8T).
Assault without injury on a constable (104).
Assault without injury (105A).
Racially or religiously aggravated assault without injury (105B).
Based on year ending (YE) March 2023 data, 61% of police recorded crime violence is captured by the survey's main estimates. It is also worth noting that a third of all police recorded violent crime is now classified under stalking and harassment (34%), which is captured outside of the main survey estimate and reported separately. The remaining 5% excluded from the survey are mostly offences leading to death, other serious offences such as attempted murder, or offences involving children. These offences are less common and only make up a small proportion of police recorded crime.
While the CSEW does not have the coverage of police recorded crime, the CSEW provides the best picture of the overall trend in violent crime and is a more reliable measure of long-term trends compared with police recorded crime. Changes to recording process and practices by the police, expansions of the recorded crime collection to include new offences, variations in police activity, more victims reporting crime, and genuine increases in some types of crime, have made substantial contributions to rises in recorded crime over the last five years. This effect has been more pronounced for some crime types, and for many types of offence, these figures do not provide reliable trends in crime.
Police statistics are important for showing the mix of violent crimes dealt with and recorded by the police. They are an important measure of activity locally and a source of operational information to help identify and address local crime problems at a lower geographical level than is possible using the CSEW. Police statistics also provide more reliable information on less common crimes, such as robbery, and are currently the only source of data on homicides and offences against those not resident in households.
CSEW violence
CSEW violent crime is categorised by offence type and according to the victim-offender relationship. CSEW offence types are as follows (estimates for wounding, assault with minor injury and violence without injury, add up to overall violence):
wounding: the incident results in severe or less serious injury, for example, cuts, severe bruising, chipped teeth, bruising or scratches requiring medical attention or any more serious injuries
assault with minor injury: an incident where the victim was punched, kicked, pushed or jostled and the incident resulted in minor injury to the victim, for example, scratches or bruises
violence without injury: an incident (or attempt) where the victim was punched, kicked, pushed or jostled but resulted in no injury
The categories of CSEW violence according to the victim-offender relationship are:
"domestic" - comprises wounding and assaults that involve partners, ex-partners, other relatives, or household members
"stranger" - includes wounding and assaults in which the victim did not have any information about the offender(s), or did not know and had never seen the offender(s) before
"acquaintance" - comprises wounding and assaults in which the victim knew one or more of the offenders, at least by sight (does not include domestic violence)
Domestic violence figures that relate to incidents reported in face-to-face CSEW interviews should be treated with caution. Prevalence rates for domestic abuse derived from the self-completion module are substantially higher than those obtained from the face-to-face interviews, as described in our Domestic abuse prevalence and trends, England Wales: YE March 2019 article.
In the CSEW, the previously used "common assault" (or attempted assault) category was inconsistent with the police recorded offence category. It was replaced with the "assault with minor injury" and "assault without injury" categories in YE March 2007. This change was made to align CSEW categories with those used by the police.
Police recorded violence against the person
"Violence against the person" offences contain the full spectrum of assaults. Within the same offence classification, the severity of violence varies considerably between crimes.
Long-term trends in police recorded violent crime can be difficult to interpret, as they are influenced by a number of factors. It is important to consider the following issues when interpreting trends.
Police recorded crime data are subject to changes in the levels of public reporting of crime. However, the proportion of CSEW violent crimes estimated to be reported to the police has been reasonably stable since YE March 2003. The latest published data on the percentages of CSEW incidents reported to the police for YE March 2024 are available in Table D10 in our Crime in England and Wales: Annual Trend and Demographic Tables.
Local policing activity and priorities affect the levels of reported and recorded violent crime. Where the police are proactive in addressing low-level violence and anti-social behaviour, this can lead to more of these crimes being brought to their attention and being recorded. For example, research by the Cardiff Violence Research Group (PDF, 314.7KB) showed an association between the introduction of CCTV surveillance and increased police detection of violence.
Police recorded crime data are subject to changes in police recording practices. The 1998 changes to the Home Office Counting Rules (HOCR) had a very significant impact on the recording of violent and sexual crime; the number of "violence against the person" offences recorded by the police increased by 118% as a result of the 1998 changes, according to Recorded crime statistics for England and Wales, April 1998 to March 1999 (PDF, 118KB). Much of this increase resulted from a widening of the offence coverage to include assaults with little or no physical injury and offences of harassment (again with no injury).
The National Crime Recording Standard (NCRS), introduced in April 2002, again resulted in increased recording of violent and sexual crimes, particularly for less serious offences, as well as for some other offences. There was an estimated NCRS effect of 23% on "violence against the person" offences in the first 12 months of implementation, although it was recognised in National Crime Recording Standard: An analysis of the impact on recorded crime (PDF, 277KB), published in 2003, that this effect was unlikely to be complete within the first 12 months.
Incidents of "violence against the person" recorded by the police include the following categories:
"death or serious injury - unlawful driving" offences, which include death by dangerous driving, careless or inconsiderate driving, driving under the influence of drink or drugs and while being an unlicensed or uninsured driver
"violence with injury" and "assault with intent to cause serious harm" offences include injury resulting in permanent disability; more than minor permanent disfigurement; broken bones; fractured skull; compound fractures; substantial loss of blood; internal injury; lengthy treatment or serious psychiatric injury (based on expert evidence); and shock (when accompanied by expert psychological evidence)
"violence without injury" offences are those where at the most a feeling of touch or passing moment of pain is experienced by the victim; this category also includes "threats to kill", where an individual fears that the offender's threat is real and may be carried out
The Home Office receives two sources of information on homicide from the police forces of England and Wales (including the British Transport Police where the offence occurred within England and Wales). These sources are the monthly aggregated recorded crime return (Section 3.1 provides more information on this), and a more detailed statistical return for each recorded homicide, containing additional information such as victim and suspect details and the circumstances of the offence. This is used to populate a Home Office database called the Homicide Index.
The Homicide Index
The Home Office Homicide Index contains record-level detail about homicides recorded in England and Wales. The collection began in 1946 and was based on paper records sent from the police to the Home Office. Electronic records are available from 1977. The Homicide Index is continually being updated with revised information from the police as investigations continue and as cases are heard by the courts and is therefore viewed as a better source of data than the main recorded crime data. However, because of the time permitted for police forces to submit the individual returns (within 30 days of recording a homicide) and the complexities in checking the data, it is not possible to use the Homicide Index figures in the quarterly statistical bulletins on crime in England and Wales. Instead, figures from the monthly recorded crime return are presented. A full analysis of homicide data based on the Home Office Homicide Index is published annually in our Homicide in England and Wales articles at the beginning of the following year. Care should therefore be taken when using the provisional figures for homicide as these are subject to change (though in recent years the changes between provisional and final figures have generally been small).
Homicide Index data are based on the year when the offence was first recorded, not when the offence took place or when the case was heard in court.
In most cases, offences will be recorded in the same year they take place. However, this is not always the case. Caution is therefore needed when looking at longer-term homicide trends. For example, 96 of the 97 deaths resulting from the Hillsborough disaster, which took place in 1989, were recorded as manslaughters in YE March 2017 following the verdict of the Hillsborough Inquest in April 2016. Another example is the 173 homicides attributed to Dr. Harold Shipman, which took place over a long period of time, were recorded by the police during YE March 2003, as a result of Dame Janet Smith's inquiry.
Furthermore, where several people are killed by the same suspect, the number of homicides counted is the total number of victims killed rather than the number of incidents. For example, the 39 victims of human trafficking found in a lorry in Grays, Essex, in October 2019 are counted as 39 individual homicides.
For the purposes of the Homicide Index, a suspect in a homicide case is defined as either a person who has been charged with a homicide offence, including those who were subsequently convicted and those awaiting trial, or a person who is suspected by the police of having committed the offence but is known to have died or committed suicide.
When the police initially record an offence as a homicide, it remains classified as such, unless the police or courts decide that a lesser offence, or no offence, took place. As the Homicide Index takes account of court outcomes, figures from this source will differ from the main police recorded crime collection.
Where there are multiple suspects, they are categorised in the Homicide Index as either the principal or a secondary suspect. The suspect with the longest sentence or most serious conviction is determined to be the principal suspect. In the absence of any court outcome, the principal suspect is either the person considered by the police to be the most involved in the homicide or the suspect with the closest relationship to the victim.
Homicide Index - data collection and quality assurance
Data are collected through a detailed form that is completed by the police within 30 days of the homicide being recorded.
On 1 April 2021, a new online process for the collection of homicide data from the police was introduced, providing a new user-friendly interface and a revised form to ensure that relevant homicide issues and themes are captured. The new process includes robust, in-form validation to improve the quality of data submitted to the Home Office.
To help ensure consistency and accuracy in the data submitted by police forces, guidance is issued to them setting out definitions of the terms used on the Homicide Index form and providing instructions on how to populate the form. In addition, the Home Office works closely with police forces and provides assistance to individuals responsible for completion of the Homicide Index form (usually the Senior Investigating Officer). Police forces are encouraged to contact Home Office statisticians if they have any questions about what data are required.
In addition to engaging with individual police forces, the Home Office engages with other relevant working groups and agencies, including:
the National Police Chiefs' Council's Homicide Working Group (HWG), a multi-agency group concerned with homicide investigation and recording, which helps forces share best practice
the National Crime Agency (NCA), who play an important role in the investigation of homicides, working closely with local forces
the Home Office Forensic Pathology team, who provide assistance and training to police forces and Coroner's Officers on the identification and investigation of homicide cases
The Homicide Index form is returned to the Home Office and loaded onto the Homicide Index. When a suspect is charged with a homicide, the police update the form with suspect information (for example, age, gender and ethnicity), and when the case has been through the courts, it is updated with case outcome information (for example, indictment, court outcome, date of conviction and sentence length). Forces will obtain information on case outcomes from their own Management Information System, the Home Office Large Major Enquiry System (HOLMES) database, or the Police National Computer (PNC). The information that is returned is quality assured in several ways.
As the electronic form is completed by the force, there are some fields that cannot be left blank, and this is flagged up on exiting the form.
Before the form is accepted onto the Homicide Index database, Home Office statisticians check for missing data and inconsistent fields. If an error is found, they contact the police force to explain the error, and ask the force to correct the mistake and resubmit the data.
The Home Office carries out quarterly checks on the number of homicides from the returns received as part of the main police recorded crime collection against the number of returns to the Homicide Index for each Police Force Area (PFA).
In autumn of 2020, in collaboration with police forces and the HWG, Home Office statisticians undertook an extensive data quality exercise on historical Homicide Index data to update court outcomes and suspect information. This greatly improved the court outcomes data over the last 20 years. At the end of each financial year, forces are required to send a list of homicides with the following information:
forename and surname of victim
police force reference
date of recording
if firearm was used
if suspect has been charged
These fields are then compared with information from the Homicide Index.
The total number of homicides in each PFA is compared with the totals from the main police recorded crime return, including the number of "cancelled records" (Section 3.5: Data on transferred and cancelled records provides more information on "cancelled records"). Comparisons are also made with the special data collection on offences involving firearms.
Home Office statisticians run a range of data validity checks on the Homicide Index data, mainly on the fields that are included in the published statistics. These include checks for:
fields with missing or blank data, such as age, sex, number of victims and suspects
fields with open text, such as "other method of killing" or "other circumstances" to see if any of the responses could be recoded back into any of the predetermined categories
internal consistency between fields, for example, if the victim is aged 10 years and the suspect is aged 40 years, the relationship of victim to suspect cannot be parent (in this case the force would be asked to amend to son or daughter); if the method of killing was "sharp instrument", the field "was a sharp instrument used" cannot be "no"
the date of charge or conviction should be after the date of the homicide
The data are delivered to the Office for National Statistics (ONS) in the form of aggregate tables for the annual release of our Homicide in England and Wales articles. The ONS crime statistics team carries out further quality assurance checks on data tables supplied by the Home Office, focusing on internal validity of the data and the consistency with other available sources. Where concerns over data quality are identified, ONS will raise these concerns with the Home Office, who will refer questions to police forces where necessary.
Other violent offences
The other violent offences recorded by the police include:
attempted murder
conspiracy to murder
endangering life
cruelty or neglect to children
abandoning a child under two years old
child abduction
kidnapping
Generally, police recorded crime statistics do not specifically identify offences of domestic abuse because it is not a legal definition. Such offences are recorded in accordance with the intent of the offence and any injuries sustained, for example, assault with injury. However, cases involving domestic abuse are flagged as such, enabling domestic abuse-related offences to be identified. In addition, in December 2015 a new law [note 2] defining "controlling or coercive behaviour in intimate or familial relationships" as a criminal offence was enacted. This enabled the police to capture coercive control through psychological and emotional abuse as well as physical abuse and is identifiable as a separate offence for police forces reporting to the Home Office Data Hub.
From 2018 until May 2023, controlling coercive behaviour, as well as other conduct crimes of stalking and harassment, were recorded in addition to the next most serious crime reported by the victim. In 2023, this changed and only one crime was recorded where a conduct crime occurred with another offence type, with the expectation that in most cases it would be the conduct crime that was recorded. Further information is included in Section 5.1: Violent crime, Harassment.
Police recorded crime figures for "violence against the person" quoted in the text and charts also include assault on a constable and racially or religiously aggravated assault, which are both separate categories within recorded crime. Such incidents are not treated separately in the CSEW and TCSEW and would fall within the CSEW "assault with minor injury" or "assault without injury" categories.
Offences involving weapons
The Home Office collects additional data from the police on offences involving the use of firearms and knives or sharp instruments, or corrosive substances. These additional collections reflect the serious nature of these offences.
Offences involving the use of firearms
The firearm offences collection covers any notifiable offence recorded by the police where a firearm has been fired, used as a blunt instrument or in a threat (the full list of recorded crime offence codes is included in Appendix 1: Recorded crime list. Firearm possession offences where the firearm has not been used in any of the ways mentioned are not included in this collection. This collection includes those firearms covered by the Firearms Act 1968:
firearms that use a controlled explosion to fire a projectile; this category includes handguns, shotguns and rifles, and these types of weapon are often used in the more serious offences, and tend to account for most of the fatalities and serious injuries from such offences
imitation firearms; this category includes replica weapons, as well as low-powered weapons which can fire small plastic pellets, such as BB guns and soft air weapons; while injuries can occur from offences involving these weapons, they are less common and tend to be less serious
air weapons; the majority of offences which involve air weapons relate to criminal damage; while air weapons can cause injury (and sometimes fatalities), by their nature they are less likely to do so than firearms that use a controlled explosion
The majority of the information that the Home Office receives from the police is in the form of a record-level dataset. For each offence involving a firearm, information is provided on the victims' personal details (such as age and sex), the type of firearm used, whether an injury was sustained, and where the offence took place. These data are sent to the Home Office on a quarterly basis. Additionally, the police send summary data on offences involving air weapons for certain lower-level offences, such as criminal damage. These data are sent to the Home Office annually.
It is not always possible for the police to categorise the type of firearm that has been used in an offence. For example, some imitation weapons are so realistic that they are indistinguishable from a real firearm. The police will record which type of weapon has been used given the evidence available and may rely on descriptions from victims or witnesses if the police do not have sufficient information about the type of firearm used in the offence, or if the firearm was concealed.
Figures on the use of firearms in recorded offences, excluding air weapons, are published in the quarterly statistical bulletins on crime in England and Wales. More detailed information is published in our annual Offences involving the use of weapons: data tables. These figures do include offences involving air weapons.
Home Office statisticians carry out internal quality assurance of the offences involving firearms data, prior to submitting the data to the ONS. These checks include:
In-built spreadsheet checks
The spreadsheet that the police forces return to the Home Office for the firearms data collection contains validation procedures that help to ensure that fields are consistent. For example, if a victim has been injured, validation procedures check that the weapon usage category is not "used as a threat". The spreadsheet also checks for duplicated case reference numbers, plausible ages of the victim(s), and missing fields.
Quarterly variation checks
The total number of offences involving firearms and the number recorded against each offence type are compared with previously supplied figures to check for any vast deviations from the data time series trend.
Cross-referencing
Figures are also cross-referenced with data from the Home Office Homicide Index to ensure consistency for homicide offences where a firearm has been involved.
Prior to the annual publication of offences involving firearms statistics, a verification exercise is carried out with all forces. The data held by the Home Office are returned to individual forces asking for confirmation that the data accords with that held on their own systems. Forces can resubmit data if required.
As with overall police recorded crime, offences involving the use of a firearm data were affected by the changes in recording practices in 1998 and 2002. Therefore, it is not possible to directly compare figures across these changes in the series. The level of offences was also affected by improvements in crime recording made by the police since 2015, although the effect on this time series is not thought to be as great as other police recorded crime data. Data on the use of firearms have been collected by the Home Office since 1969.
The latest published data are in the "Offences involving firearms" section of our most recent Crime in England and Wales statistical bulletins.
Offences involving the use of a knife or sharp instrument
The Home Office has collected additional data from police forces for seven selected offences involving knives or sharp instruments since April 2008. In YE March 2009, this group of offences consisted of attempted murder, grievous bodily harm (GBH) with intent, GBH without intent, threats to kill, robbery, sexual assault, and rape. From YE March 2013, the selected offences consisted of attempted murder, threats to kill, assault with injury, assault with intent to cause serious harm, robbery, rape, and sexual assault. Figures for homicide where the method of killing was by a sharp instrument are taken from the Home Office Homicide Index and published alongside the knife or sharp instrument figures. Because of the changes in coverage and issues relating to a clarification in the Home Office Counting Rules (HOCR) for GBH with intent, data are not directly compatible over the time period.
There is variation in how police forces identify if an offence involved a knife or a sharp instrument or not in the information sent to the Home Office. For many forces, the addition of this information is dependent on a police officer or support staff member putting an identifier or tag on a respective crime record. Previously, forces raised concerns with the Home Office that the reliance on manual processes meant these data returns were of variable quality. To help address issues with the quality and consistency of manual data flagging, a new method of auto-flagging was introduced using a system called the National Data Quality Improvement Service (NDQIS).
NDQIS was piloted with forces and shown to improve data quality and comparability, leading to a national launch of the new process. Offences involving knives or sharp instruments data processed through NDQIS were first published for 12 forces (note 3) in our Crime in England and Wales: year ending December 2020 bulletin. The methodology has now been rolled out across 42 police forces. There are 41 police forces now supplying knife and sharp instrument offence data through this methodology for YE March 2024 data.
Further information on the introduction of NDQIS can be found in our Police recorded offences involving knives or sharp instruments: methodology changes report, last revised on 13 May 2021. More information on NDQIS and its wider application to other flagged recorded crime collections can be found in Section 3.3: Recording practices and data quality.
Once forces have extracted information from their crime recording systems and applied NDQIS where applicable, counts of these identifiers or flags are sent to the Home Office. They are then quality assured by statisticians, before the final data are sent to the ONS to be published.
Clarification on when the use of a knife or sharp instrument as a threat should be recorded
The pilot showed this was an area where forces were interpreting the current guidance inconsistently. Some forces were including offences where a knife was not present (for example, the offender states "I will get a knife and stab you") while other forces excluded these offences. New guidance has added a series of rules to ensure consistency between forces, these are:
the knife or sharp instrument should be present at the time of the offence, or believed to be present by the victim; this includes cases where the sharp instrument is not seen but the threat is believed, or only a knife handle is seen [note 4]
"remote threats" should not be recorded, for example, threats over social media to use a knife
"future threats" should not be included, that is, offences where the perpetrator threatens to use a knife or sharp instrument in the future (for example, "I will get a knife and stab you")
"idle threats" should not be recorded, such as where an offender says they will stab someone in passing but there is no evidence that a knife was present when the threat was made
The removal of broken bottles and glass from the collection
While sharp, these are weapons that are generally used in the heat of the moment without a premeditated motive. They tend to be involved in a different type of context to those involving knives or other sharp instruments. Removal of these types of offences align the collection closer to what the public would consider to be "knife crime". Similarly, pens and pencils, while potentially sharp instruments, have also been removed. The collection still covers other sharp instruments that may be used in a similar way to knives, such as scissors, syringes, and axes.
The addition of sharp tools, such as chisels and screwdrivers
The police told the Home Office that these tools are carried and used in a similar premeditated way to knives.
The inclusion of sharp instruments when used as blunt instruments
This recognises that the use of sharp instruments, even as a blunt instrument, carries an implicit threat of serious harm. The victim will not know whether the offender will use the weapon to stab with the blade, or to strike with as a blunt instrument. This change also brings the collection in line with offences involving firearms, where firearms used as blunt instruments are included in the data.
The implementation of the new NDQIS methodology and the change in coverage for the offences involving knife or sharp instruments collection means that data following these changes will not be comparable with those collected prior to April 2019. To preserve the time series, data for YE March 2020 were collected from forces on both the old and new methods and coverage. These data were used to create a set of ratios between the two datasets that could be used to adjust the back series. Data for forces who have moved to the new methodology and coverage have been adjusted back to YE March 2011.
Because of recording practices, Surrey Police force includes unbroken bottle and glass offences in their data returns, which are outside the scope of this collection. However, as the number of offences recorded by Surrey is around 1% of the total number of offences involving a knife or sharp instrument recorded, it is unlikely to have any effect on the overall estimates. As reported in the Home Office's Crime in England and Wales 2010 to 2011 report West Midlands also included these offences in their data returns until April 2010. Because of this change, it is not possible to compare data for West Midlands or national totals across this period and this was reflected in the presentation of these figures in previous crime bulletins. National data are now comparable from YE March 2011. The change had no effect on the main counts of violence against the person with injury.
Changes to offence codes in April 2012 mean the categories of ABH and GBH and assault with and without injury are not directly comparable between YE March 2012 and YE March 2013. However, these changes are not expected to affect the totals. The "Knife or sharp instrument offences" section of our latest Crime in England and Wales statistical bulletin provides more details.
Home Office statisticians carry out internal quality assurance of the offences involving knives or sharp instruments data prior to submitting the data to the ONS. These checks include:
a quarterly variation check of the data received from police forces; the total number of recorded crimes and the number recorded against each offence type are compared with the previous quarters' figures to check for any vast deviations from the time series trend
cross referencing the data with the main recorded crime returns; the knife or sharp instrument collection (for forces who have yet to move to NDQIS) contains information on the total number of offences for the selected offences, which are compared with the main recorded crime return to ensure consistency
the total number of offences in the knife and sharp instrument collection are used to create a "ratio" for the number of offences that involved a knife or sharp instrument (figures for which are published at the national level); these ratios are also checked at the police force area level to ensure ratios are not showing a deviation from trend
offences involving a knife or sharp instrument data are also verified with police forces on a quarterly basis ahead of publication
the data held on the Home Office database are returned to individual forces asking for confirmation that the data accords with that held on their own systems; forces resubmit data if required
Sexual offences
From YE March 2013 bulletin onwards, police recorded crime tables present sexual offences in two groups: "rape" and "other sexual offences". The Sexual Offences Act 2003, introduced in May 2004, altered the definitions of all rape, sexual assault and sexual activity with children and so comparisons before and after the introduction of this Act should be made with caution.
The group of "other sexual offences" recorded by the police covers sexual assault and unlawful sexual activity, which can involve consenting adults or children, and is therefore particularly influenced by police activity in investigating such crime. The Sexual Offences Act 2003 introduced certain offences, such as sexual grooming, which is included in this group. Offences of "indecent exposure" [note 5, 6] have been retrospectively reclassified to sexual offences back to YE March 2003, to help comparisons over time.
Because of the small numbers of sexual offences identified by face-to-face CSEW interviews, results from the main CSEW are too unreliable to report; these data are not included within the overall count of violence (except for the categories of "serious wounding with sexual motive" and "other wounding with sexual motive", which are included in the offence type of "wounding").
CSEW respondents may not wish to disclose sensitive information face-to-face, so interviews since YE March 2005 (and prior to this in 1996 and 2001) have included self-completion modules that ask about experience of sexual assault. These figures have previously been published separately by the ONS in our Sexual offences in England and Wales overview: year ending March 2022 bulletin.
Intimate violence
Intimate violence was previously used as a collective term to refer to a number of different forms of physical and non-physical abuse asked about in the CSEW, consisting of partner abuse, family abuse, sexual assault and stalking. Information on these types of abuse is collected via a self-completion module. The term reflected the intimate nature either of the victim-perpetrator relationship or of the abuse itself. However, following feedback from users, this term is no longer used in our publications and instead we refer to the different types of abuse separately.
Domestic abuse
Domestic abuse in the CSEW combines the following different types of abuse carried out by a current or former partner or other family member:
non-sexual abuse by a partner: physical force [note 7], emotional or financial abuse [note 8], or threats to hurt the respondent or someone close to them, carried out by a current or former partner
non-sexual abuse by a family member: physical force, emotional or financial abuse, or threats to hurt the respondent or someone close to them, carried out by a family member other than a partner (father or mother, step-father or step-mother or other relative)
sexual assault carried out by a partner or other family member: rape [note 9] or assault by penetration [note 10] including attempts, or indecent exposure or unwanted touching carried out by a current or former partner or other family member
stalking carried out by a partner or other family member [note 11]: two or more incidents (causing distress, fear or alarm) of receiving obscene or threatening unwanted letters, e-mails, text messages or phone calls; having had obscene or threatening information about them placed on the internet; waiting or loitering around home or workplace; or following or watching by any person, including a current or former partner or family member [note 12]
The CSEW definition of domestic abuse captured in the face-to-face survey broadly matches the definition of domestic abuse introduced in the Domestic Abuse Act 2021.The CSEW does not completely capture the offence of "coercive and controlling behaviour" (PDF, 296.2KB), which was introduced on 29 December 2015, nor does it measure victims under the age of 16 years.
Work to improve the data collected to measure domestic abuse from the CSEW is ongoing. More information can be found in our Developing a new measure of domestic abuse: April 2023 methodology.
The CSEW also collects information on sexual assault and stalking that occur outside of domestic abuse, that is, carried out by somebody who is not a current or former partner or other family member of the victim.
Abuse as a child
An additional self-completion module was added to YE March 2016 Crime Survey for England and Wales (CSEW), asking questions about experiences of abuse those respondents aged 16 to 59 years may have suffered as a child. This module only asked about abuse perpetrated by an adult and replaced other self-completion modules for this time frame. Childhood was defined here as the period the respondent was aged under 16 years. This first version of the module defined childhood abuse within four distinct domains: emotional abuse, physical abuse, any sexual abuse, and witnessing domestic abuse as a child.
The questions within this module were refined following consultation with stakeholders and the module was included for a second time in YE March 2019 survey. Changes made to the questions included asking about sexual abuse perpetrated by anyone rather than adults only and separating experiences of sexual abuse into contact and non-contact. This module was asked of respondents aged 18 to 74 years.
Our Child abuse in England and Wales: January 2020 bulletin was published bringing together a range of different data sources on child abuse from across government and the voluntary sector.
This module returned to the field in April 2023 in YE March 2024 CSEW. Following engagement with stakeholders and cognitive testing of the questions in 2022, further changes were made to the questionnaire to improve the quality of estimates produced. Importantly, the module is now asked of all respondents aged 18 years and over and covers experiences of abuse before the age of 18 years, rather than 16 years, to enable coverage of childhood in alignment with the legal definition. Other main changes include adding data collection on neglect as a fifth domain of abuse, separating out sibling abuse as a response option and the improvement of questions relating to abuse perpetrated by under 18s.
Exposure to domestic abuse
The abuse during childhood module asks respondents if, during their childhood, any domestic violence or abuse (in line with the updated definition of domestic abuse in 2021) took place involving an adult member of their household. Research has shown that being exposed to domestic violence or abuse can have significant consequences and long-term impacts for children. Exposure to domestic abuse, beyond witnessing domestic violence, is therefore categorised as child abuse.
Exposure to domestic abuse was referred to as "witnessing domestic abuse" in previous publications.
Emotional abuse
Child emotional abuse is the persistent emotional maltreatment of a child that causes severe and persistent adverse effects on the child's emotional development. It may involve conveying to a child that they are worthless, unloved, inadequate or valued only insofar as they meet the needs of another person. It may include not giving the child opportunities to express their views, deliberately silencing them or "making fun" of what they say or how they communicate. It may feature age or developmentally inappropriate expectations being imposed on children. It may involve seeing or hearing the ill-treatment of another. It may involve serious bullying (including cyber bullying), causing children frequently to feel frightened or in danger, or the exploitation or corruption of children. Some level of emotional abuse is involved in all types of maltreatment of a child, but it may occur alone. A child may be emotionally abused by an adult or adults or by another child or children. Emotional abuse was referred to as "psychological abuse" in previous publications.
Physical abuse
Child physical abuse is the non-accidental infliction of physical force on a child. This may involve hitting, shaking, throwing, poisoning, burning or scalding, drowning, suffocating, or otherwise causing physical harm to a child. Physical harm may also be caused when a parent or carer fabricates the symptoms of, or deliberately induces, illness in a child. Physical abuse may or may not result in physical injury. A child may be physically abused by an adult or adults or by another child or children.
Any sexual abuse
In YE March 2016 CSEW, this included any sexual assault by penetration or rape, including attempts and any other sexual assault such as indecent exposure or unwanted touching. The following were subcategories of the "any sexual assault" category: sexual assault by rape or penetration, including attempts. This includes sexual assault by penetration with any object, and other sexual assaults including indecent exposure or unwanted touching; the category includes indecent exposure (such as flashing), or being touched sexually whether it was agreed to or not (for example, groping, touching of breasts or bottom, and kissing).
Changes were made to the questions on sexual abuse for YE March 2019 survey to separate out experiences of sexual abuse into contact and non-contact.
Non-contact sexual abuse includes where the respondent indicated that someone made them watch or listen to sexual acts or look at sexual images, made or shared sexual images of them, deliberately exposed themselves to them or sent them sexual images or videos of themselves or others.
The following are sub-categories of the "contact sexual abuse" category: rape or assault by penetration, including attempts; this includes penetration with any object, and other contact sexual abuse; this includes being touched sexually (for example, touching of breasts or bottom, and kissing) or being forced into touching someone else's body for sexual purposes.
Harassment
In April 2022, the CSEW launched its first iteration of questions in a new module to capture experiences of harassment on the survey. These questions were asked of half the survey sample, covering sexual and nonsexual harassment experienced, as well as some details around the nature of the harassment experienced.
Respondents were first asked a screener question asking whether anyone had harassed or intimidated them in the last 12 months. All respondents were then asked whether they had experienced a list of behaviours displayed to them, split into non-sexual and sexual harassment types.
Overall, harassment is a broad and complex topic that cuts across a number of different crime types, with the full scope wider than what can be measured on the current survey. The module does not fully address the "repeat" element of harassment, and victims of harassment may experience other types of behaviour not currently captured by the survey. Amendments were made to the questions in October 2022 following further testing and the module remains subject to further review.
In our Crime in England and Wales: year ending September 2022 quarterly bulletin, we released interim prevalence estimates of harassment based on six months of data. Full annual estimates are included in our Crime in England and Wales: year ending March 2024 quarterly bulletin.
Police recorded conduct crimes, like stalking and harassment, were recorded in addition to other crimes until May 2023. From May 2023, these are now recorded as the sole offence if the conduct crime is deemed to be the more serious offence.
From 2018 to May 2023, the police were required to record crimes of stalking, harassment and controlling coercive behaviour (often referred to as conduct crimes) in addition to the next most serious crime reported by victims, if these crimes were reported together and committed by the same perpetrator. A change was implemented from May 2023, when police were required to record only one crime in these circumstances. The expectation was that the conduct crime would be recorded because this was, in most cases, the crime that most affected the victim.
Robbery
A robbery is an incident or offence in which force, or the threat of force, is used either during or immediately prior to a theft or attempted theft. As with "violence against the person", police recorded robberies cover a wide range of seriousness, from armed bank robberies to muggings for mobile phones or small amounts of money. Recorded crime offences also distinguish between robbery of personal property ("personal robbery") and business property ("business robbery"). Robbery of business property is a recorded crime classification where goods stolen belong to a business or other corporate body (such as a bank or a shop), regardless of the location of the robbery. The taking of vehicles during robberies (often termed car-jacking) is also included as robbery.
The CSEW covers robberies against individuals' resident in households. Following changes to the classification of CSEW offences implemented in July 2014, robbery is no longer included in the violent crime count and instead is presented in a standalone category [note 13].
5.2 Theft offences
Police recorded theft offences include all offences recorded by the police involving theft, encompassing burglary, offences against vehicle owners, theft from the person, bicycle theft, shoplifting and all other theft offences.
Crime Survey for England and Wales (CSEW) theft offences include all personal and household crime where items are stolen, including theft from the person; other theft of personal property; domestic burglary; vehicle-related theft; and bicycle theft.
Burglary
The CSEW covers domestic burglary only, which is an unauthorised entry into the victim's dwelling or nonconnected building to a dwelling, but does not necessarily involve forced entry; it may be through an open window or by entering the property under false pretences (for example, impersonating an official).
CSEW domestic burglary does not cover theft by a person who is entitled to be in the dwelling at the time of the offence (for example, party guests or tradespeople); this is called theft from a dwelling and is included in the subcategory "other household theft".
Within the CSEW, it is possible to differentiate between "burglary with entry" and "attempted burglary" and also between "burglary with loss" and "burglary with no loss". Burglary with entry plus attempted burglary adds up to total burglary. Burglary with loss plus burglary with no loss adds up to burglary with entry. These are defined in this section.
"Burglary with entry" is a term used in the CSEW and comprises burglary where a building was successfully entered, regardless of whether something was stolen or not.
"Burglary with loss" is a term used in the CSEW and comprises burglary where a building was successfully entered and something was stolen.
"Burglary with no loss" is a term used in the CSEW and comprises burglary where a building was successfully entered but nothing was stolen.
An "attempted burglary" is recorded by the police and in the CSEW if there is clear evidence that the offender made an actual, physical attempt to gain entry to a building (for example, damage to locks, or broken doors) but was unsuccessful.
The police record an offence of "burglary" if a person enters any building as a trespasser and with the intent to commit an offence of theft, grievous bodily harm (GBH) or unlawful damage. "Aggravated burglary" occurs when the burglar is carrying a firearm, imitation firearm, offensive weapon or explosive.
A new classification of burglary offences was introduced from April 2017. Prior to this, police recorded crime figures for burglaries that occurred in domestic properties were published separately from burglaries that occurred in commercial or other properties. Domestic burglaries included burglaries in all inhabited dwellings, like inhabited caravans, houseboats, and holiday homes, as well as sheds and garages connected to the main dwelling (for example, by a connecting door). Non-domestic burglaries included burglaries to businesses, including hotels and similar accommodation, as well as some burglaries of sheds and outhouses where these are not clearly connected to the inhabited property.
Police leads feedback was that these new classifications confused the data for burglaries where the home was entered, versus burglaries where an unconnected shed or garage was entered. In April 2023, the classification for burglary in the home was amended to separate out those offences where the burglary had occurred in the actual dwelling and those offences that had occurred in unattached buildings within the grounds of the dwelling, like sheds. There were no changes made to burglary in commercial or community buildings.
Burglary offence codes 28E, 28F, 28G, 28H and 29A have been replaced by offence codes 28I, 28J, 28K, 28L and 29B and these apply to cases where the residence has been entered. Unconnected buildings within the grounds of the residence are classified under codes 28M, 28N, 28O, 28P and 29C. Offence codes 30C, 30D and 31A remain unchanged. These classification changes affect percentage change figures for all subcategories of burglary where it is not currently possible to make meaningful comparisons over time. Therefore, these figures are not shown. Figures for total burglary are unaffected.
Vehicle-related theft
The CSEW includes offences against private households only but relates to vehicles owned by any member of the household (company cars are included). CSEW offences cover cars, vans, motorbikes, motor-scooters or mopeds used for non-commercial purposes, and are published in three categories:
"theft from vehicles" refers to both theft of parts and accessories of motor vehicles and to theft of contents
"theft of vehicles" is where the vehicle is driven away illegally, whether or not it is recovered
"attempted thefts of and from vehicles" - no distinction is made between attempted thefts of and attempted thefts from vehicles as it is often difficult to ascertain the offender's intention
If parts or contents are stolen as well as the vehicle being moved, the incident is classified as "theft of a vehicle".
The police recorded crime category of vehicle offences covers private and commercial vehicles (although does not distinguish between the two) and comprises:
"theft or unauthorised taking of a motor vehicle", where the vehicle is taken without the consent of the owner or other lawful authority; this includes incidents where there is intent to permanently deprive the owner or where intent is not evident, typically including "joyriding" where the car is later recovered
"aggravated vehicle taking" where a vehicle once taken is known to have been driven dangerously, damaged, or caused an accident
"theft from a vehicle targeting property in or on the vehicle"; this also includes attempts
"interfering with a motor vehicle" - this includes crimes where, while damage has been caused to the vehicle as part of an attempt to steal either the vehicle or its contents, or take the vehicle without consent, the specific intent of the offender is not obvious; for example, a car door may be damaged, which shows an attempt was made to open it, but it cannot be determined if the intent was to steal the car or its contents
"Interfering with a motor vehicle" offences, as presented in the crime statistics bulletins, are equivalent to offences formerly referred to as "vehicle interference and tampering" offences. The CSEW cannot separately identify this category. In comparisons with the CSEW, it is included in the attempted vehicle theft category but in some instances could be viewed as criminal damage or even as nuisance.
The taking of vehicles during robberies (often termed car-jacking) is included within the robbery offence group.
Bicycle theft
Police recorded crime includes offences where a pedal cycle is stolen or taken without authorisation. The CSEW covers thefts of bicycles belonging to the respondent or any other member of the household.
This category does not include every bicycle theft, as some may be stolen during the course of another offence (for example, burglary). Where this is the case, the offence will not be recorded as bicycle theft but as the more serious crime type. Therefore, where a bicycle is stolen as part of another offence it would be classified by the police and in the CSEW as:
"burglary" - when the bicycle is stolen from inside a house by someone who was trespassing; if a bicycle is stolen from a connected garage or non-connected garage or outhouse and no attempt was made to steal anything else then this is classified as bicycle theft
"theft from a dwelling" - when the bicycle is stolen from inside a house by someone who was not trespassing
"theft from a vehicle" - if the bicycle is one of a number of things stolen
"theft of a vehicle" - if the bicycle was in or on the vehicle when it was stolen
Other theft
"Theft from the person" covers theft (including attempts) of a handbag, wallet or cash, among other things, directly from the victim, but without the use of physical force against the victim, or the threat of it. The CSEW category can be broken down into three components:
"snatch theft" is where there may be an element of force involved but this is only just enough to snatch the property away
"stealth theft" is where no force is used and the victim is unaware of the incident (pick-pocketing); stealth theft makes up the majority of "theft from the person" incidents
"attempted snatch or stealth theft" is where an attempt, which may or may not involve an element of (minor) force, is made to steal, but is unsuccessful
For police recorded crime, "theft from the person" offences are those where there is no use of threat or force in the process of the theft. Stealth theft is included as part of this recorded crime category and cannot be separately identified from snatch theft.
CSEW "other theft of personal property" covers thefts away from the home where no force is used, there was no direct contact between the offender and victim, and the victim was not holding or carrying the items when they were stolen (for example, thefts of unattended property).
CSEW "other household theft" covers "theft from a dwelling", which includes thefts that occurred in the victim's dwelling by someone who was entitled to be there, and "theft from outside a dwelling", which covers incidents where items are stolen from outside the victim's home and also includes thefts in non-connected buildings (for example, garden sheds) by someone who was entitled to be there.
Police recorded crime captures a separate category of "shoplifting".
The police recorded crime offence group of "other theft" offences covers thefts that are not covered by other acquisitive crime offence groups (for example, thefts from vehicles are included in offences against vehicles); one such example is unauthorised taking (including metal theft). In recognition of the volume of metal theft crime and its impact on the economy and particular industries that are targeted, a new metal theft data collection has been established and more information is available in the Property crime tables.
Neighbourhood crime
Neighbourhood crime covers robbery and selected theft offences (theft from the person, domestic burglary and vehicle related theft). This has been included in our publications in order to monitor the level of neighbourhood crime as defined in the Home Office's beating crime plan. This definition of neighbourhood crime does not include other theft of personal property, other household theft or bicycle theft.
5.3 Criminal damage and arson
In the Crime Survey for England and Wales (CSEW), criminal damage is defined as the intentional and malicious damage to the home, other property or vehicles. Criminal damage in the CSEW ranges from arson to graffiti. Cases where there is nuisance only (for example, letting down car tyres) or where the damage is accidental are not included. Where damage occurs in combination with burglary or robbery, the burglary or robbery codes take precedence over the damage codes in offence coding.
The CSEW produces estimates for criminal damage to vehicles, and arson and other criminal damage (to the home and other property). "Criminal damage to a vehicle" includes any intentional and malicious damage to a vehicle, such as scratching a coin down the side of a car or denting a car roof. It does not, however, include causing deliberate damage to a car by fire. These incidents are recorded as arson and, therefore, are included in "arson and other criminal damage". The CSEW only covers damage against private households; that is, vehicles owned by any member of the household (this includes company cars). Police recorded crime includes all vehicle criminal damage under the offence classification of "criminal damage to a vehicle". "Arson and other criminal damage" includes intentional or malicious damage to the home (doors, windows, fences, plants and shrubs, for example) or other property and arson, where there is any deliberate damage to property belonging to the respondent or their household (including vehicles) caused by fire.
Police recorded criminal damage results from any person who without lawful excuse destroys or damages any property belonging to another, intending to destroy or damage any such property or being reckless as to whether any such property would be destroyed or damaged. Damage which is repairable without cost, or which is accidental, is not included in police recorded crime statistics. Separate recorded crime figures exist for criminal damage to a dwelling, to a building other than a dwelling, to a vehicle and other criminal damage. Figures are also published for racially or religiously aggravated criminal damage.
"Arson" is the act of deliberately setting fire to property, including buildings and vehicles. In the CSEW this is any deliberate damage to property belonging to the respondent or their household caused by fire, regardless of the type of property involved. The only exception is where the item that is set on fire was stolen first (this is coded as theft).
For vehicle crime, if a vehicle is stolen and later found deliberately burnt out by the same offender, one crime of "theft of a vehicle" is recorded by the police and in the CSEW. If there is evidence that someone unconnected with the theft committed the arson, then an offence of "arson" is recorded by the police in addition to the theft. For the CSEW, only an offence of "theft of a vehicle" would be recorded as, in practice, it would often not be possible to establish that the arson was committed by someone unconnected with the theft.
5.4 Fraud
The measurement of fraud is challenging as it is a deceptive crime that is difficult to detect accurately and is often targeted at organisations as well as individuals. It is known to be under-reported to the authorities and difficult to measure on victimisation surveys. Fraud data from a range of administrative sources are presented in the quarterly statistical bulletins on crime in England and Wales to provide a more complete picture. These are outlined in Figure 5 and include:
police recorded crime via Action Fraud
data from industry bodies reported to the National Fraud Intelligence Bureau (NFIB)
Figure 5: Sources of administrative data on fraud
![Flow diagram showing the different administrative sources of fraud and how they are presented in our quarterly statistical bulletins.](/https/www.ons.gov.uk/resource?uri=/peoplepopulationandcommunity/crimeandjustice/methodologies/userguidetocrimestatisticsforenglandandwales/5a3d7ecb.png)
Source: Office for National Statistics
Notes:
- For full definitions of different types of crime recorded by the police, see the Home Office Counting Rules for recorded crime.
- Further information on decisions around when a crime should be recorded is provided in the National Crime Recording Standard.
Download this image Figure 5: Sources of administrative data on fraud
.png (139.8 kB)Police recorded crime
Under the Fraud Act 2006 (introduced in January 2007 [note 14]), fraud is defined as dishonestly making a false representation to obtain property or money for themselves or another. Previously, it was defined as dishonestly deceiving to obtain either property or pecuniary advantage. The following shows the police recorded fraud and forgery offences before and after the introduction of the Fraud Act 2006.
Police recorded fraud and forgery offences before the Fraud Act 2006 include:
fraud by company director
false accounting
bankruptcy and insolvency offences
forgery or use of false drug prescription
cheque and credit card fraud
other frauds
Current police recorded fraud and forgery offences under the Fraud Act 2006 include:
fraud by company director
false accounting
bankruptcy and insolvency offences
forgery or use of false drug prescription
cheque and credit card fraud
other frauds
failing to disclose information
abuse of position
obtaining services dishonestly
making, supplying, or possessing articles for use in fraud
fraud, forgery associated with vehicle driver records
other forgery
The introduction of the Fraud Act 2006 changed the recording of cheque and plastic card fraud from a "per transaction" to a "per account" basis. This means that if an account is defrauded, one offence is recorded rather than one offence per fraudulent transaction as previously. This change was introduced to reduce bureaucracy and to reflect that the financial loss from this type of fraudulent crime is generally borne by the account holding financial institution, rather than the account holder or those involved in processing the transactions.
The changes resulting from the introduction of the Fraud Act 2006 mean that police recorded fraud and forgery figures from YE March 2008 onwards are not comparable with previous years.
Previously, published crime statistics for police recorded forgery offences were presented alongside fraud offences. Following the reclassification in 2013 of some categories in the police recorded crime series, these forgery offences have now been moved to "other crimes against society". The headline total police recorded crime figure for England and Wales includes fraud offences. These figures specifically include those recorded by the police from YE March 2003 to YE March 2013, and by Action Fraud from YE March 2012. In YE March 2012, there was an overlap because Action Fraud had taken over responsibility for recording fraud offences from five police forces. There was a further overlap in YE March 2013 because all remaining forces then migrated on a rolling basis during the year. The central recording of fraud offences means that police recorded crime shown at police force area level does not include fraud offences. A breakdown of Action Fraud data by police force area is however, available separately.
Action Fraud and the National Fraud Intelligence Bureau
The Fraud Act 2006 and the Attorney General's Fraud Review resulted in the creation of a National Fraud Authority (NFA) [note 15], which acted as an umbrella government organisation to co-ordinate and oversee the fight against fraud, across the UK. One of their main objectives was to better support the reporting of fraudulent crimes and their subsequent investigation. The review of fraud, commissioned by the government, recognised that attempts to tackle fraud were being undermined by the lack of a joined-up approach to reporting, recording and analysing fraud.
The review also resulted in the City of London Police being designated the National Lead Force for fraud and being given the responsibility for setting up a centre of excellence for fraud investigation across the UK.
In YE March 2010, the NFA opened Action Fraud, a national fraud reporting centre that records incidents of fraud directly from the public and organisations by phone or internet, in addition to incidents reported directly to individual police forces. Additionally, in YE March 2010, the NFA and the police jointly established the National Fraud Intelligence Bureau (NFIB), which is a government-funded initiative run by the City of London Police.
The NFIB currently collates received reports of fraud from Action Fraud, as well as from two industry bodies: Cifas (a UK-wide cross-sector fraud and financial crime prevention service) and UK Finance [note 16]. Action Fraud works with the NFIB to provide support and fraud prevention advice to individuals who are victims of fraud and to ensure a joined-up approach to policing and detecting fraud.
The NFIB analyses the fraud reports to record them appropriately as offences and to identify potential lines of enquiry for a police investigation. Where a viable lead is identified for investigation, NFIB will disseminate crime packages [note 17] to police forces or other appropriate agencies [note 18] for investigation and will liaise directly with them until an outcome is reached. Action Fraud reports that do not meet the criteria for further investigation may be reopened at a later date should subsequent information provide sufficient leads.
As of 1 April 2013, Action Fraud took over full responsibility from individual police forces for recording all incidents of fraud. All police forces in England and Wales now refer reports of fraud, including financially motivated e-crime, to the NFIB through Action Fraud. Fraud offences recorded by the NFIB are described in Appendix 4: Fraud offences recorded by the National Fraud Intelligence Bureau. More information about these fraud types is available in the Home Office Counting Rules for fraud (PDF, 1.2MB).
Action Fraud had a phased introduction between April 2011 and March 2013 to allow for piloting and development of the service. This involved local police forces transferring responsibility over to Action Fraud at different points during this period.
This phased transition meant that, throughout YE March 2012 and YE March 2013, two reporting arrangements for fraud were operating in parallel, with some police forces referring cases to Action Fraud and other forces recording them independently. For example, by December 2012, 24 out of the 43 police force areas had completed the transfer to Action Fraud, while the remaining 19 forces still had responsibility for recording fraud locally. All police forces in England and Wales transferred responsibility for recording all fraud offences to Action Fraud by 31 March 2013.
Now, members of the public who have been a direct victim of fraud should report the incident straight to Action Fraud (either via their customer call centres or their online reporting tool), but may still report to the police if they are not aware of the existence or role of Action Fraud. Where this happens, they will be advised by the police to report the incident to Action Fraud. Where a victim declines, the police will inform the victim that they will refer the offence to Action Fraud on their behalf. There is a risk of duplication here if the victim then changes their mind at a later date and reports the same incident to Action Fraud, however, the risk of double counting as a result of this is thought to be very small. A new fraud and cybercrime reporting and analysis service is expected to replace the current Action Fraud service in late 2024.
Police forces continue to record forgery offences [note 19], offences which meet the "call for service" criteria [note 20] and crimes passed to them by the NFIB for investigation, but no longer record for statistical purposes any offences amounting to fraud as of 31 March 2013. As a result, the number of frauds recorded by the police over the course of YE March 2014 steadily diminished, and amounts to zero for all subsequent bulletins [note 21].
In order to reflect these changes in operation arrangements for reporting and recording fraud, trend data presented in the current bulletin on fraud recorded by the police cover both offences recorded by individual police forces up to YE 2013, and those recorded by the NFIB through Action Fraud. This means that any comparison of the current fraud figures with years prior to March 2015 must be treated with caution. Action Fraud collates data for the UK as a whole and the figures for England and Wales are based on victims' address details [note 22], as no information is available on where offences take place (which is often hard to define for fraud offences).
Importantly, in July 2015, the company that was contracted to provide the Action Fraud call centre service went into administration. This led to an immediate downscaling of the call centre operation. A new contractor, who was due to take over the Action Fraud call centre in April 2016, was asked to take over operations early in August 2015. Following the previous call centre service contractor going into administration in July 2015, Action Fraud recorded lower than normal monthly volumes of fraud offences between the period of July 2015 to April 2016. Subsequent to this period, figures started to return to levels seen prior to the contractual issues.
Sub-national breakdowns for offences recorded by Action Fraud are more challenging to compile than other crime types for which recorded crime data are submitted by individual police forces. This is because offences often cross geographical boundaries and can be difficult to attribute to a specific force. However, following work conducted by the Home Office and Action Fraud, a police force area breakdown of Action Fraud data was published for the first time as official statistics in development, alongside our quarterly Crime in England and Wales: YE March 2016 bulletin, and in subsequent releases.
The breakdown is produced based on where the victim resides. However, there are several "unknown" cases where it is not possible to attribute offences to a victim's police force area, because of missing victim address information, or where the offence occurred outside the UK, for example.
The official statistics in development label has been removed as of our quarterly Crime in England and Wales: year ending March 2024 bulletin. This is because Home Office statisticians believe the data are now provided to a consistent standard each quarter. These are now labelled official statistics.
The NFIB also collate further data on fraud from two industry bodies, Cifas and UK Finance, which are (as of the bulletin released in October 2015) included in the police recorded crime figures published by the ONS. Previously, these were reported on separately for the UK as a whole but are now presented at an England and Wales level alongside the figures for Action Fraud, with a time series available back to YE March 2012. Further details on these industry bodies, and the data they collate, are found in this section, along with information on how the England and Wales level data were calculated.
Cifas
Cifas facilitates fraud data sharing between around 516 organisations from across the public and private sectors in the UK. It is a Specified Anti-Fraud Organisation (SAFO) under the Serious Crimes Act (2007) and operates as a not-for-profit membership association. Its coverage includes all of the major banks and around 90% of plastic card providers; a list of all member organisations participating in Cifas data sharing schemes is available. Cifas operates the National Fraud Database and the Internal Fraud Database [note 23], and in addition to offering members fraud prevention services, collects data for the UK on a range of different frauds and financial crimes, including:
banking and credit industry
insurance related
telecom industry
business trading
fraudulent applications for grants from charities
The category "banking and credit industry fraud" can be broken down further, into:
cheque, plastic card and online bank accounts (not PSP [note 24])
application fraud (excluding mortgages)
mortgage-related fraud
Application fraud covers payment-related frauds, including those offences that occurred outside of the banking sector. Fraudsters may open an account using fake or stolen documents in someone else's name, for example, fraudulent applications made in relation to hire purchase agreements or loans, as well as to insurance, telecommunications or retail companies, or public sector organisations. Mortgage-related frauds often involve individuals or organised criminal gangs, and can include over-valuing properties, overstating a salary or income, and changing title deeds without an owner's knowledge to allow the sale of a property.
Types of plastic card fraud recorded on the Cifas National Fraud Database include fraudulent applications for plastic cards (including instances of identify fraud impersonations), fraudulent misuse of plastic card accounts, and takeover of plastic card accounts (for example, changing the address and getting new cards issued). Cifas data do not currently include data on "remote purchase" (card not present) fraud, which refer to frauds where, in the vast majority of cases, card details have been fraudulently obtained through unsolicited emails or telephone calls or digital attacks such as malware and data hacks, and then used to undertake fraudulent purchases over the internet, phone or by mail order. In addition, Cifas does not hold data on fraud relating to lost or stolen cards and ATM (cash machine) fraud. This means that a high proportion of plastic card fraud is not included in the NFIB figures.
Cifas data are recorded in line with the National Crime Recording Standard (NCRS) and the Home Office Counting Rules (HOCR), and are now included in published NFIB fraud figures at an England and Wales level geography, broken down directly by Cifas based on available information on the address that the fraudster has used. In some cases this will be the victim's address, while in others it may be an address used by the fraudster (for example, in making a fraudulent application).
UK Finance
UK Finance is responsible for coordinating activities on fraud prevention in the UK payments industry and represents members from retail banks, credit, debit and charge card issuers, and card payment acquirers in the UK.
UK Finance collates information on fraud cases from its members via a central Fraud Intelligence Sharing System (FISS) database. Actionable intelligence from the UK Finance data is then submitted to the NFIB via FISS, and includes:
mail not received (MNR) fraud, card ID fraud - this includes account takeover and application fraud
payment fraud - this includes fraud relating to telephone banking and online banking
cheque fraud - this includes forged, altered and counterfeit cheques
mule accounts - accounts used for laundering the proceeds of fraud
Like Cifas, UK Finance data are (as of October 2015) included in published NFIB fraud figures at England and Wales level. UK Finance produces data at UK level only, therefore an estimate for the total number of fraud offences reported by UK Finance at England and Wales level is calculated from the UK figures. This is achieved by calculating a weighting factor for UK Finance based on the proportion of Cifas data occurring in England and Wales. Specifically, the proportion of Cifas offences recorded as being based in England and Wales (for each fraud type common to both Cifas and UK Finance) is multiplied by the proportion of FISS offences within that fraud type. The sum of these provides an overall weighting for estimating the proportion of fraud offences measured by FISS data that were England and Wales based.
Importantly, the crimes fed through to the NFIB from FISS are those reported for intelligence purposes and the fraud records which hold intelligence value for enforcement purposes, and are not intended to be a complete record of all frauds reported by its members. Consequently, there are many cases recorded separately by UK Finance (via a fraud reporting database called CAMIS) that are not reported to the NFIB because they hold insufficient information to be of value from an intelligence perspective. These include "remote purchase" (card not present) fraud and lost or stolen cards, which account for a high proportion of plastic card fraud that is excluded from the NFIB figures. We present these additional data [note 25] to provide further context in our quarterly bulletins and to give a clearer picture on the full scale of fraud experienced by UK Finance members [note 26]. These figures are presented at UK level only and are also available from UK Finance, along with information relating to plastic card fraud in terms of levels of financial loss by value [note 27].
Authorised Push Payment (APP fraud) was included in the UK Finance CAMIS data for the first time for YE December 2017. APP fraud relates to cases where victims are tricked into sending money directly from their account to an account that the fraudster controls. These new data were produced in response to investigations by the Payment Systems Regulator (PSR) into a super-complaint received from the consumer group Which? in 2016. Following the super-complaint, the PSR, the Financial Conduct Authority (FCA) and the payments industry (represented by UK Finance) have developed an ongoing programme of work to reduce the harm to consumers from APP scams [note 28], as described in the FCA response to Payment Systems Regulator's paper on authorised push payment scams statement.
It is important to note that CAMIS data only include confirmed cases (where a loss was suffered). Therefore figures exclude incidents of attempted fraud where the attempt has been stopped or prevented for whatever reason (for example, by bank detection systems) before a loss has occurred. UK Finance does collect data on prevented fraud, although this is not supplied to the ONS because of the potential for double-counting. The prevented fraud data are available in the UK Finance Annual Fraud Report (PDF, 2.8MB).
Both sets of industry data from Cifas and UK Finance relate only to fraud that is identified and reported, and only fraud affecting those organisations that are part of the respective membership networks. As such, neither dataset can provide a complete picture of fraud in the industry sectors they represent. While membership of Cifas and UK Finance has remained fairly stable over the last few years, it is possible that coverage could change as new members join or previous members withdraw. The addition or withdrawal of one large member might be sufficient to substantially affect overall figures for fraud reported.
Cifas and UK Finance provide data from their respective memberships to NFIB via their individual databases; however, a number of member organisations contributing to those separate databases are members of both industry bodies.
It is possible, therefore, that there may be some double or triple counting between both these two sources and the offences recorded via direct reports from victims to Action Fraud. For example, where police are called to a bank and apprehend an offender for a fraud offence, police record this crime with Action Fraud and the bank report the same crime to Cifas and UK Finance as part of their processes. Experts believe this duplication to be so small as to have an insignificant effect on crime trends, but there is currently no simple cross-referencing method within NFIB to detect the scale of it.
Crime Survey for England and Wales
For a number of years, the Crime Survey for England and Wales (CSEW) has included supplementary modules of questions on victimisation across a range of fraud and cyber crime offences. These are reported separately from the headline estimates.
We have more recently completed a substantial project to incorporate new questions on fraud (both online and offline) and computer misuse for inclusion in the CSEW. The project involved the development, cognitive testing and piloting of a number of screener questions designed to identify who had experienced different types of fraud and computer misuse. The final screener questions were incorporated into the live survey in April 2015.
New victimisation module questions have also been developed to capture more detailed information about the offence and to allow accurate coding of the offences recorded. These were introduced into the live survey from October 2015, following testing in a large-scale field trial that took place between May and August 2015. This field test was beneficial in testing how the screener and victimisation module questions work together in a live setting and initial evaluation of the data can be found in the methodological note CSEW Fraud and Cyber crime development: Field trial - October 2015. Following the success of this large-scale field trial, new victimisation questions were introduced, which aim to cover a wide range of frauds including those operated by traditional and more modern methods and those committed in person, by mail, over the phone and online. In addition, questions cover incidents of crime falling under the Computer Misuse Act, such as incidents where the victim's computer or other internet-enabled device has been infected by a virus, as well as incidents where the respondent's email or social media accounts had been hacked into by others.
Up to the end of September 2017, the new questions were asked of half the survey sample only, to test for detrimental effects on the survey as a whole and to help ensure that the historical time series is protected. From October 2017 onwards, the questions are being asked of a full survey sample. We have accounted for this combination of full and half survey sample by scaling up the weights to represent the total population.
Estimates produced from these new data on fraud and computer misuse have been published (at England and Wales level geography only) alongside the most recent quarterly bulletin, and have formed part of the headline CSEW estimates since the YE September 2016 quarterly bulletin, when a full year's interview data first became available. It has been possible to look at changes in these estimates from YE September 2017 when two full years of estimates first became available.
Initially, estimates of fraud and computer misuse were published as official statistics in development because of the need for ongoing evaluation and modification of the questions and coding process. We are satisfied with the work we have done surrounding the quality of the data on fraud and computer misuse and have now also added these to the total estimate of crime. Fraud and computer misuse statistics were formally assessed by the Office for Statistics Regulation against the Code of Practice for Statistics and were awarded National Statistics status in March 2018. The accredited official statistics designation for estimates from the CSEW was temporarily suspended in July 2022, as described in the Office for Statistics Regulation's letter to the ONS. This was because of concerns about data quality, specifically the low response rate for face-to-face interviews on returning to data collection postponed because of the coronavirus (COVID-19) pandemic.
We have since explored the impact of sample size and response rate on data quality, published in our Crime Survey for England and Wales data quality review: June 2024.
The supplementary module on plastic card fraud continued to be included in the survey while the new questions on fraud and computer misuse were bedded in. As of October 2017, the supplementary module on plastic card fraud was removed from the questionnaire and all future estimates relating to bank and credit card fraud will be calculated using data from the new questions.
The new statistics on fraud and computer misuse provide data on four major fraud categories:
bank and credit account fraud - this includes fraudulent access to bank, building society or credit card accounts or fraudulent use of plastic card details
advance fee fraud - this includes lottery scams, romance fraud and inheritance fraud
consumer and retail fraud (previously known as non-investment fraud) [note 29] - this includes bogus callers, ticketing fraud, phone scams and computer software service fraud
other fraud - this includes investment fraud and charity fraud
Data are also provided on two offences covered by the Computer Misuse Act:
unauthorised access to personal information (including hacking)
computer virus - this includes any computer virus, malware or Distributed Denial of Service (DDoS) attack [note 30]
The previously mentioned CSEW classification broadly aligns with the classification system employed by the National Fraud Intelligence Bureau (NFIB). However, some NFIB categories do not apply to the general household population, for example, "fraud by abuse of position", whilst others such as "charity fraud" (where numbers were considered too small for measurement by the survey) have been subsumed into the "other fraud" category.
Importantly, while CSEW estimates will include crimes that have not been reported to the authorities, being a household survey, the CSEW only seeks to capture fraud where an individual has been a victim. Compared with victims of other crime types, it is more likely that some victims of fraud, especially very elderly and vulnerable victims who may have suffered significant financial losses, may not have the confidence to allow an interviewer into their home to conduct an interview.
In addition, these figures are not comparable with the published results from the field trial for several reasons. Firstly, a more sophisticated classification and offence coding process of fraud and cyber crime offences has now been developed, which was not in place when the preliminary field trial was conducted. Secondly, there is a difference in sample size - the field trial was asked of 2,000 respondents, whereas when the new fraud questions were introduced into the live survey they were asked of half of the full survey sample, equating to around 17,000 interviews. In addition, a lower response rate of 53% was achieved in the field trial compared with that achieved for the standard CSEW (preliminary analysis indicates that the 2017 to 2018 CSEW response rate was 73%) reflecting the shorter three-month fieldwork period available for the field trial.
5.5 Other crimes against society
This high-level category was introduced to separate out crimes that do not normally have a specific identifiable victim. Trends in such offences can reflect changes in police activity rather than in levels of criminality. "Other crimes against society" comprises categories of "drug offences"; "possession of weapons"; "public order"; and "miscellaneous crimes against society".
Drug offences
Drug offences now fall within the broad category of "other crimes against society". With effect from April 2004, the Association of Chief Police Officers (ACPO) [note 31] issued guidance to forces over the recording of warnings for cannabis possession (these were termed "formal warnings" for cannabis possession prior to January 2007). These were incorporated into the Home Office Counting Rules (HOCR); there is more information about these rules in Section 3.3: Recording practices and data quality. From January 2009 it has also been possible to issue a Penalty Notice for Disorder for cannabis possession (this detection method was not separated from cannabis warnings in statistics for the period to the end of March 2009).
Cannabis warnings will be an outcome in their own right under the new outcomes framework that was introduced in April 2014. Cannabis warnings will be distinct from all other outcome types in the data collected.
In addition, our Drug misuse in England and Wales article covers illicit drug use based on results from the Crime Survey for England and Wales (CSEW).
Possession of weapons
Possession of weapons offences prior to the quarterly bulletin for YE March 2013, were included within the "violence against the person" category. Following changes to the presentation of classifications used in the presentation of police recorded crime, a new category of possession of weapons offences is included within "other crimes against society". These offences relate to licensing, ownership and carrying of weapons, that is, where there was no violence involved at the time of the offence. Trends in these offences can be influenced by police activity. Any circumstances in which a weapon has been used against a victim would be covered by other relevant victim-based offences.
Public order offences
These offences cover circumstances where an offender is behaving in a way that causes, or would be likely to cause, harassment, alarm or distress. These classifications would not be used in any circumstances where physical violence is used (or attempted) against a specific victim. The classification may include some cases where violence is used, or threatened, and the largest proportion will be accounted for by state-based crimes recorded where the police have acted to restore public order where no individual victim has been identified.
Miscellaneous crimes against society
Miscellaneous crimes against society comprise a variety of offences. The largest volume offences include handling stolen goods, threat to commit criminal damage, and perverting the course of justice.
5.6 Hate crime
Hate crime covers any notifiable offence that is perceived, by the victim or any other person, as having been motivated (entirely or partially) by a hostility or prejudice to a personal characteristic or perceived personal characteristic, such as ethnicity or religion.
In 2007, the police, Crown Prosecution Service (CPS), Prison Service (now the National Offender Management Service) and other agencies that make up the criminal justice system, agreed a common definition of "hate crime" and five "strands" that would be monitored centrally [note 32]. Primarily, this was to ensure a consistent working definition to allow accurate recording and monitoring. The five monitored strands are:
race or ethnicity
religion
sexual orientation
disability
transgender identity
Crimes based on hostility to age, sex or appearance, for example, can also be hate crimes, although they are not currently centrally monitored.
Hate crime can take many forms including:
physical attacks such as assault; grievous bodily harm and murder; damage to property; offensive graffiti; and arson
threat of attack including offensive letters; abusive or obscene telephone calls; groups hanging around to intimidate; and unfounded, malicious complaints
verbal abuse, insults or harassment such as taunting; offensive leaflets and posters; abusive gestures; dumping of rubbish outside homes or through letterboxes; and bullying at school or in the workplace
The latest figures relating to hate crime were published by the Home Office on 2 November 2023, in their Hate crime, England and Wales, 2022 to 2023 bulletin.
Racially or religiously motivated hate crime
The Crime Survey for England and Wales (CSEW) question on whether an incident was motivated by race was first introduced in 1988, and has been kept as a separate question since then. CSEW information on racially-motivated hate crime has been previously published in the Ministry of Justice's publication on Statistics on Race and the Criminal Justice System.
Religiously motivated hate crime used to be asked as a separate question in the YE March 2006 and YE March 2007 CSEW. This question was merged into the main CSEW questions when further hate crime questions referring to sexual orientation, age, and disability were introduced in YE March 2008. Gender was added as a motivation in the YE March 2010 survey, and transgender or gender identity was added as a motivation to the YE March 2012 survey. Racially-aggravated offences are also collated through police recorded crime data and are legally defined under Section 28 of the Crime and Disorder Act 1998. The Anti-terrorism, Crime and Security Act 2001 (Section 39) added the religiously aggravated aspect. Racially and religiously-aggravated offences are categorised together in police recorded crime and cannot be separately identified.
5.7 Anti-social behaviour
The term "anti-social behaviour" (ASB) was formalised in the late 1990s to describe a wide range of the nuisance, disorder and crime that affects people's daily lives.
The Crime and Disorder Act 1998 defined anti-social behaviour in law as someone "acting in a manner that caused, or was likely to cause, harassment, alarm or distress to one or more persons not of the same household as himself."
Police recorded anti-social behaviour incidents
Anti-social behaviour incidents are recorded by the police in accordance with the National Standard for Incident Recording (NSIR). In many cases these incidents may still be crimes in law, such as littering or dog fouling, but they are not of a level of severity that would result in the recording of a notifiable offence. Thus, they are not included in the main police recorded crime collection.
Figures relating to ASB, however, can be considered alongside those on police recorded (notifiable) crime to provide a more comprehensive view of the crime and disorder that comes to the attention of the police.
The effects on a victim of ASB can be similar to that experienced by a victim of a crime; for example, anger, annoyance or fear. ASB incidents are presented on the national crime map service to inform the public of crime and disorder happening in their local area.
Figures should be interpreted as incidents recorded by the police. These figures do, however, provide an incomplete count of the extent of reported ASB, as incidents are also reported to other agencies, such as local authorities or social landlords (for example, problems with nuisance neighbours). Such reports will not generally be included in these police figures.
Prior to YE March 2012, the police had been using 14 categories, defined by the NSIR, for recording ASB incidents that fall short of being notifiable crimes. While these categories provided a suitable dataset for recording ASB, they did not encourage call-handlers to consider vulnerability issues and the risk involved for the caller, other individuals, the community as a whole, or the environment if the ASB continued.
From YE March 2012, a new set of simplified categories was introduced to change the emphasis from merely recording and responding to incidents, to identifying those vulnerable individuals, communities and environments most at risk, and therefore in need of a response before the problems escalate. There are now just three categories of ASB:
personal
nuisance
environmental
Police recorded ASB incidents were published at the community safety partnership level for the first time in July 2023 for YE March 2022, and have been updated annually since that date.
The Home Office will collect record level ASB data from the police forces in England and Wales for the first time in 2024. Publication of the first set of record level data is expected later in 2024.
Personal
Personal ASB includes incidents that are perceived as either deliberately targeted at an individual or group, or having an impact on an individual or group, rather than the community at large.
It includes incidents that cause concern, stress, disquiet and/or irritation, through to incidents that have a serious impact on people's quality of life.
At one extreme of the spectrum it includes minor annoyance; at the other end it could result in risk of harm, deterioration of health and disruption of mental or emotional well-being, resulting in an inability to conduct normal day-to-day activities through fear and intimidation.
Nuisance
Nuisance ASB incidents are where an act, condition, thing, or person causes trouble, annoyance, irritation, inconvenience, offence or suffering to the local community in general rather than to individual victims. It includes incidents where behaviour goes beyond the conventional bounds of acceptability and interferes with public interests including health, safety and quality of life.
Just as individuals will have differing expectations and levels of tolerance, communities will have different ideas about what behaviour goes beyond being tolerable or acceptable.
Environmental
The environmental ASB category deals with the interface between people and places; it includes incidents where individuals and groups have an impact on their surroundings, including natural, built and social environments.
This category is about encouraging reasonable behaviour while managing and protecting the various environments so that people can enjoy their own private spaces, as well as shared and public spaces.
Given the change in emphasis from merely categorising and recording incidents to risk assessing incidents and identifying individual, community and environmental vulnerability, the previous 14 ASB categories cannot simply be mapped to one of the three new categories. In addition, certain types of incidents that previously would have been recorded as ASB, such as hoax calls, are now recorded under other NSIR categories. For these reasons, figures from the YE March 2012 onwards are not directly comparable with those from previous years.
Quality in recording of ASB incidents
Incidents are recorded under NSIR in accordance with the same "victim-focused" approach that applies for recorded crime, though these figures are not subject to the same frequency of quality assurance as the main recorded crime collection, with data validated by forces on an annual rather than quarterly basis.
A 2010 report by His Majesty's Inspectorate of Constabulary and Fire & Rescue Services (HMICFRS) raised some concerns over the recording of anti-social behaviour (ASB) incidents. From the small number of ASB incidents reviewed (around 1,000 across England and Wales):
some incidents recorded by the police as ASB were instead being recorded as crimes - findings showed that these varied in number between police forces
there was poor identification of repeat, vulnerable and intimidated victims of ASB at the first point of contact
It was known that a small number of police forces were erroneously duplicating some occurrences of a singular ASB incident where multiple calls were made.
In addition, HMICFRS reviews found that there was greater variation in the recording of anti-social incidents across police forces than in recording notifiable offences. The variation in the type of anti-social behaviour incident recorded into the three strands of "personal", "nuisance" and "environmental" (which have been used since the year ending March 2012 onwards) across police forces suggests that there are still some discrepancies in how police forces are categorising incidents.
Another HMICFRS review in 2012 looked at the police service's approach to dealing with ASB and reported that, while this had improved since 2010, there was still a large variation in victim satisfaction levels across England and Wales and they suggested that more could be done to tackle this problem and to identify those at most risk of harm.
Perceptions and experience measured by the CSEW
The CSEW has long-standing questions asking respondents about perceptions of problems with different types of anti-social behaviour in their local area. High levels of perceived ASB are determined by responses received to seven individual questions relating to:
abandoned or burnt-out cars
noisy neighbours or loud parties
people being drunk or rowdy in public places
people using or dealing drugs
rubbish or litter lying around
teenagers hanging around on the streets
vandalism, graffiti and other deliberate damage to property
Perceptions of ASB are measured using a scale based on answers to the seven questions as follows:
three equals "very big problem"
two equals "fairly big problem"
one equals "not a very big problem"
zero equals "not a problem at all"
The maximum score for the seven questions is 21. Respondents with a score of 11 or more on this scale are classified as having a high level of perceived ASB. This scale can only be calculated for the 2001 CSEW onwards, as the question on people being drunk or rowdy was only introduced in 2001.
Measures of perceptions of each of the seven types (or strands) of ASB (for example, perceptions of drunk or rowdy behaviour) are based on the proportion of CSEW respondents who perceive that particular strand to be a very or fairly big problem in their local area.
From April 2011, questions about perceptions of ASB have been asked of a reduced sample compared with previous years (questions were asked of half of the sample in YE March 2012 and a quarter of the sample in YE March 2013). National estimates for these questions are still available from YE March 2012, but are no longer available at police force area (PFA) level.
Questions about actual experiences of ASB problems were added for the first time to YE March 2012 CSEW. Analysis is presented on the proportions of people who have experienced any of 13 specific types of ASB:
begging, vagrancy or homeless people
drink-related behaviour
groups hanging around on the streets
inconsiderate behaviour [note 33]
litter, rubbish or dog-fouling
loud music or other noise
nuisance neighbours
out of control or dangerous dogs
people being intimidated, verbally abused or harassed
people committing inappropriate or indecent sexual acts in public
people using or dealing drugs;
vandalism, graffiti and other deliberate damage to property
vehicle-related behaviour [note 34]
Following a quality issue identified by the ONS, a small number of responses to this module in the years 2013 to 2014, to 2016 to 2017 were removed from the data. We also published a Methodology note in April 2020 on the possible order effect on responses to question on ASB in the CSEW questionnaire. The analysis showed there was evidence of a small order effect on estimates of any ASB. However, the order effect observed in module C did not result in a significant change to prevalence estimates of any ASB.
Notes for: Offence types
Domestic violence figures that relate to incidents reported in face-to-face CSEW interviews should be treated with caution. Prevalence rates for domestic violence derived from the self-completion module are significantly higher than those obtained from the face-to-face interviews.
The Serious Crime Act 2015 (the 2015 Act) received royal assent on 3 March 2015. The Act creates a new offence of "controlling or coercive behaviour in intimate or familial relationships" (section 76).
These forces were: Derbyshire, Dyfed-Powys, Greater Manchester Police, Leicestershire, Lincolnshire, Merseyside, Metropolitan Police, Northamptonshire, South Wales, South Yorkshire, West Midlands and West Yorkshire.
For example, if an offender threatens to stab a victim during a robbery and the threat is believed and belongings handed over, this would be considered an offence involving a knife or sharp instrument whether the weapon was seen or not.
"Other miscellaneous sexual offences" consisted solely of the former offence of "indecent exposure" for years prior to YE March 2005. This became the offence of "exposure" and was included within "other miscellaneous sexual offences" from May 2004.
Prior to YE March 2010, a small number of offences continued to be recorded relating to offences repealed by the Sexual Offences Act 2003. While these may have been legitimately recorded for offences committed prior to May 2004, it is also possible that some may have been recorded in these old categories in error.
Physical force includes being pushed, slapped, hit, punched or kicked, choked or having a weapon used against you.
Emotional or financial abuse includes being prevented from having a fair share of household money, stopped from seeing friends or relatives, or repeatedly belittled.
Rape is the penetration of the vagina, anus or mouth by a penis without consent. This is the legal category of rape introduced in 2003.
Assault by penetration is the penetration of the vagina or anus with an object or other body part without consent. This was introduced as a legal offence in 2003.
The CSEW definition of stalking is not consistent with the legal definition due to the introduction of the offence of "coercive and controlling behaviour", which includes stalking by a current partner.
The definition of stalking was changed in YE March 2014 survey to be in line with the legal definition of two or more incidents that was introduced in April 2013.
As part of the public consultation, which ran in 2012 on the presentation of crime statistics, a proposal was made with regard to the CSEW classification to move robbery out of violence into a separate standalone category to match its treatment in recorded crime.
New offences that were introduced from 15 January 2007 were temporarily recorded as "other fraud" until the new offence codes came into effect on 1 April 2007.
The National Fraud Authority closed down in March 2014 and Action Fraud became the responsibility of the City of London Police on 1 April 2014.
As of 1 July 2017, FFA UK was integrated into UK Finance, a trade association representing the finance and banking industry in the UK.
Crime packages contain batches of offences, which appear to be linked and hold intelligence value for the police.
For example: Dedicated Cheque and Plastic Crime Unit (DCPCU) of the City of London Police, Department for Work and Pensions, and the Trading Standards Institute.
These fall under "other crimes against society" and include "making, supplying or possessing articles for use in fraud", "forgery or use of drug prescription", "other forgery", "possession of false documents" and "fraud, forgery associated with vehicle driver records".
Includes offences where offenders are arrested by police, where there has been a call for service and the offender is committing or has recently committed the offence, or where there is a known suspect.
Following the transition to Action Fraud recording all fraud offences by the end of YE 2013 there were seven cases in YE March 2014 where police forces mistakenly recorded a fraud offence. These cases may be revised in future quarters, showing as a negative number of fraud offences.
Cases of fraud where the victim address is known to be outside of England and Wales are removed from the statistics.
The Internal Fraud Database is a data-sharing scheme for organisations that are victims of fraud by their own employees, and data from this database does not feed directly into Action Fraud or the NFIB.
A PSP is a payment service provider (for example, PayPal, World Pay) that is not a bank, dealing in electronic money transfers. Fraud offences perpetrated using PSPs fall under "online shopping and auctions" (not collected by industry bodies).
This additional data also includes other plastic card fraud data such as "card not received" fraud, "counterfeit card" fraud and "account take over" fraud, as well as cheque fraud and remote banking fraud (internet and telephone banking).
The CAMIS dataset will include all cases on the FISS dataset as FISS is a subset of CAMIS.
UK Finance publish data on the volume of incidents of frauds on all payment types (including "remote purchase"), alongside data on financial fraud losses by the value of losses to customers. Latest figures are reported in their Annual Fraud Report (PDF, 2.8MB).
For more information, see the Report and consultation: Authorised push payment scams (PDF, 410KB) published on 7 November 2017, explaining the work by the PSR, the FCA, and the payments industry.
Non-investment fraud was renamed as 'Consumer and retail fraud' to reflect the corresponding name change to the Home Office Counting Rules from April 2017.
A DDoS attack is an attempt to make a machine or online resource unavailable to its intended users.
In April 2015, the National Police Chiefs' Council (NPCC) replaced the Association of Chief Police Officers (ACPO).
An agreed definition of hate incidents and crime is available.
Includes repeated and/or inappropriate use of fireworks; youths kicking and/or throwing balls in inappropriate areas; cycling and/or skateboarding in pedestrian areas or obstructing pavements; and people throwing stones and/or bottles.
Includes inconvenient and/or illegal parking; abandoned vehicles; speeding cars or motorcycles; car revving; and joyriding.
6. Perceptions
6.1 Perceptions of crime levels
Questions on the perception of change in national and local crime have been included in the Crime Survey for England and Wales (CSEW) since 1996. Perceptions of local crime levels used to be asked of the whole sample that had lived at their address for three or more years, but since April 2008 the question has been asked of three-quarters of the sample, irrespective of how long they have lived at their address (with the exception of the year ending (YE) March 2012, when this question was asked of half the sample). For trend comparisons, respondents who have lived at their address for less than three years have been excluded from YE March 2009 to YE March 2012 figures.
6.2 Likelihood of victimisation and worry about crime
Respondents to the Crime Survey for England and Wales (CSEW) are asked about their perceived likelihood of being a victim of burglary, vehicle crime or violent crime. The perceived likelihood of being a victim of burglary is based on those who say they are very or fairly likely to have their home burgled in the next year. The perceived likelihood of being a victim of violent crime is a composite measure of anyone who thinks they are very or fairly likely to be mugged and/or robbed or physically attacked by a stranger in the next year, or both. The perceived likelihood of being a victim of vehicle crime is a composite measure of vehicle owners who think they are very or fairly likely to have either a car or van stolen or something stolen from a car or van in the next year, or both. These questions are asked of all respondents, irrespective of whether they have been a victim of crime in the previous 12 months.
The worry about crime indicator on the CSEW now has four components: worry about burglary, car crime, violent crime and, for the first time in the YE March 2019 survey, fraud. The measure for worry about burglary is the percentage of respondents who say they are "very worried" about having their home broken into and something stolen, and the measure for worry about fraud is the percentage of respondents who say they are "very worried" about being a victim of fraud.
The measure for worry about car crime is based on two questions on worry about "having your car stolen" and "having things stolen from your car". It uses a scale that scores answers to the questions as follows:
two equals "very worried"
one equals "fairly worried"
zero equals "not very worried" and "not at all worried"
Scores for individual respondents are calculated by summing the scores across each question, resulting in an overall score ranging from zero to four. The percentage for this component is based on respondents residing in households owning, or with regular use of, a car and who score three or four on this scale.
The measure for worry about violent crime is based on a scale constructed from questions on worry about mugging, rape, physical attack by a stranger and racially-motivated assault. The same coding system for question responses is used as for the car crime questions. Once results from the four questions are combined, the scale for the overall score ranges from zero (that is, all responses are either "not very worried" or "not at all worried") to eight (that is, all responses are "very worried"). The percentage for this component is based on respondents who score four or more on this scale.
6.3 Confidence in the police and local council
Questions relating to levels of confidence in the police working with local councils was added to the Crime Survey for England and Wales (CSEW) in October 2007. The current question asks respondents for the extent to which they agree that the police and local council are dealing with the anti-social behaviour and crime issues that matter in their local area.
In April 2011, changes were made to the filtering of questions in the "Performance of the Criminal Justice System (CJS)" module for the YE March 2012 survey year, which may have brought about unintentional order effects to responses to questions in this module. A separate methodological note was produced alongside the YE March 2012 publication on "Public perceptions of policing", to explore whether changes to questions within the "Performance of the Criminal Justice System" module led to an order effect on responses to questions on attitudes to the police and the CJS.
The analysis concluded that changes to the filtering of questions in the "Performance of the Criminal Justice System" module in the YE March 2012 CSEW had an effect on responses to some of the later questions within that module on:
overall rating of the local police
perceptions of the local police
confidence in the police and local council
As such, the YE March 2012 data for these questions are not directly comparable with those for earlier years.
The changes do not seem to have had an effect on responses to the questions on confidence in the CJS and therefore data for these questions are comparable over time. A full breakdown of the findings is shown in Table 5 of our Crime and Justice methodology.
6.4 Ratings and perceptions of the local police
The Crime Survey for England and Wales (CSEW) measures perceptions of the local police both in general terms and in specific aspects of their work. Since April 2003, the CSEW has measured the proportion of those who believe the local police are doing "a good or excellent" job. In addition, people's perceptions of specific aspects of police work have been measured since October 2004. These questions ask how much people agree or disagree with the following statements:
the police in this area can be relied on to be there when you need them the police in this area would treat you with respect if you had contact with them for any reason
the police in this area treat everyone fairly regardless of who they are
the police in this area understand the issues that affect this community
the police in this area are dealing with the things that matter to people in this community
taking everything into account I have confidence in the police in this area
Police and Crime Commissioners and other police initiatives
From November 2012, Police and Crime Commissioners (PCCs) were elected by the public to be responsible for overseeing police forces. A CSEW question introduced in April 2012 asks people whether they were aware of this. The survey also contains questions about awareness of other police initiatives, such as neighbourhood beat meetings, the single non-emergency number (101), and neighbourhood policing teams.
Back to table of contents7. Classifications
7.1 Geographical
ACORN
A classification of residential neighbourhoods (ACORN) was developed by CACI Ltd and classifies households into 1 of 62 types according to demographic, employment and housing characteristics of the surrounding neighbourhood. ACORN is useful in determining the social environment in which households are located. The main five-group breakdowns are characterised as follows:
affluent achievers - lavish lifestyles, executive wealth, mature money
rising prosperity - city sophisticates, career climbers
comfortably communities - countryside communities, successful suburbs, steady neighbourhoods, comfortable seniors, starting out
financially stretched - student life, modest means, striving families, poorer pensioners
urban adversity - young hardship, struggling estates, difficult circumstances
The ACORN classification is still available on the Crime Survey for England and Wales (CSEW) dataset but the National Statistics output area classification (OAC) is now used in standard demographic tables released as part of the National Statistics outputs.
Community safety partnerships
Set up under the Crime and Disorder Act 1998, the community safety partnerships (CSPs) are, in nearly all cases, coterminous with local authority areas. They include representatives from the police, health, probation and other local agencies and provide strategies for reducing crime in the area. As of December 2022, there were 314 CSPs in England and Wales. In England they were previously termed crime and disorder reduction partnerships (CDRPs). Recorded crime figures for headline offences for each CSP are published on the Office for National Statistics (ONS) website.
Regions
Government office regions (GORs) were established across England in 1994. Reflecting a number of government departments, they aimed to work in partnership with local people and organisations to maximise prosperity and the quality of life within their area. In 1996 the GORs became the primary classification for the presentation of regional statistics. There are currently nine regions in England:
North East
North West
Yorkshire and The Humber
East Midlands
West Midlands
East of England
London
South East
South West
Wales is not subdivided but listed alongside the England regions in UK-wide statistical comparisons. Government offices were closed on 31 March 2011, and from 1 April 2011 the areas covered by the former GORs are referred to as "regions" for statistical purposes.
Indices of Deprivation
Local area deprivation is measured using the English indices of deprivation 2019 for areas in England and the Welsh Index of Multiple Deprivation 2019 for areas in Wales. There are seven domains of deprivation:
income
employment
health and disability
education, skills and training
barriers to housing and services
living environment
crime
There are a number of indicators of deprivation in each of these domains, such as level of unemployment and incapacity benefit claimants, which are combined into a single deprivation score for each local area on that domain. The analysis in this report uses the employment deprivation indicator.
In order to examine the relationship between experiences of crime and deprivation, the local areas are ranked according to their scores on the employment deprivation domain. The 20% of areas with the highest deprivation scores are identified as the most deprived areas on the employment deprivation domain, and the 20% of areas with the lowest deprivation scores are identified as the least deprived.
An Index of Multiple Deprivation is also available, which combines all seven separate domains into one index. The English Indices of Deprivation 2019 are the responsibility of the Ministry of Housing, Communities and Local Government (MHCLG). Further information is available in the English indices of deprivation 2019 document. Further information on the Welsh index of deprivation is available in the Welsh Index of Multiple Deprivation 2019 document.
Local authority areas
These areas are a combination of metropolitan and non-metropolitan districts, unitary authorities and London boroughs. As of April 2023, there were 317 local authorities in England and 22 in Wales. These areas provide the basis for community safety partnerships; although since their formation a number of partnerships have merged to cover multiple local authority areas. In some cases, figures are reported for local authority areas that applied in the year ending (YE) March 2003 for the sake of continuity, even where there have been amalgamations.
Output Area Classification (OAC)
The 2011 classification of output areas is used to group together geographic areas according to important characteristics common to the population in that grouping. These groupings are called clusters and are derived using 2011 population Census data. The OAC is a classification created in collaboration between the ONS and the University of Leeds and University College London.
The classification is freely available from the ONS and other sources for all to use and complements commercially available classifications.
Further information and details about OAC are available.
Physical disorder
The term "physical disorder" is used in the CSEW to describe a measure based on the interviewer's assessment of the level of:
vandalism, graffiti and deliberate damage to property
rubbish and litter
homes in poor condition in the area
Using guidance, the interviewer has to make an assessment as to whether each of these problems is very common, fairly common, not very common or not at all common. For each, very and fairly common are scored as one and not very common and not at all common are scored as zero. A scale is then constructed by summing the scores for each case. The scale ranges from zero to three, with high disorder areas being those with a score of two or three. The measurement of respondents' own perceptions of disorder in the local area is described under anti-social behaviour in Section 5.7.
Rural and urban areas
The analysis of crime in rural and urban areas is based on the ONS recommended method for categorising the level of rurality. There are two approaches: the ONS rural and urban definition and the local authority (LA) classification. Both were developed to produce a view of rural and urban areas from government statistics. Where data below the LA level are available, the ONS rural and urban definition must be used to produce rural and urban totals. Where LA level data are the lowest geographic data available, then the LA classification should be used. More detail is given below.
For CSEW analysis, the rural and urban definition has been used, as CSEW data are collected below the local authority level. For police recorded crime analysis, the LA classification has been used, as police recorded crime data are not collected below the LA level.
Rural and urban 2004 definition (England and Wales)
The rural and urban definition, an official National Statistic, was introduced in 2004 and defines the rurality of output areas. Categories used to aggregate to rural or urban are as follows.
Rural areas are those classified as:
town and fringe - sparse
village - sparse
hamlet and isolated dwellings - sparse
town and fringe - less sparse
village - less sparse
hamlet and isolated dwellings - less sparse
Urban areas are those classified as:
urban - sparse
urban - less sparse
Rural and urban 2014 definition (England and Wales)
An updated rural and urban definition, an official National Statistic, was introduced in 2014 and defines the rurality of output areas based on the 2011 Census definition. Categories used to aggregate to rural or urban are as follows.
Rural areas are those classified as:
rural town and fringe
rural town and fringe in a sparse setting
rural village
rural village in a sparse setting
rural hamlet and isolated dwellings
rural hamlet and isolated dwellings in a sparse setting
Urban areas are those classified as:
urban major conurbation
urban minor conurbation
urban city and town
urban city and town in a sparse setting
Rural and urban local authority (LA) classification (England)
The revised LA classification introduced in 2009 differentiates between rural and urban for those statistics that are only available at LA level. The three-way classification at the similar community safety partnership level and police force area level has been applied.
At the community safety partnership level, the classification is as follows:
"Predominantly rural" areas are those classified as:
rural-80: districts with at least 80% of their population in rural settlements and larger market towns
rural-50: districts with at least 50% but less than 80% of their population in rural settlements and larger market towns
"Significant rural" areas are those classified as districts with more than 37,000 people or more than 26% of their population in rural settlements and larger market towns.
"Predominantly urban" areas are those classified as:
major urban: districts with either 100,000 people or 50% of their population in urban areas with a population of more than 750,000
large urban: districts with either 50,000 people or 50% of their population in urban areas with a population between 250,000 and 750,000
other urban: districts with fewer than 37,000 people or fewer than 26% of their population in rural settlements and larger market towns
A different methodology, but with similar criteria, is used to produce the three-way classification at the police force area level.
Super output areas
Super output areas (SOAs) are aggregated geographical areas built from output areas. Introduced in 2004 and updated following the 2011 Census, they are designed for the collection and publication of small area statistics and as the building blocks for all National Statistics on a geographical basis. To support a range of potential requirements there are two layers of SOAs:
lower layer - built from groups of output areas (typically five)
middle layer - built from groups of lower layer SOAs
7.2 Household
Household accommodation type
The Crime Survey for England and Wales (CSEW) uses this definition of the household's accommodation, based on the National Statistics harmonised classification:
house or bungalow: detached, semi-detached and terraced
flat or maisonette: includes purpose-built block, non-purpose built and all flats and maisonettes
other accommodation types: includes caravans and mobile homes; includes bedsits
Household reference person
For some topics it is necessary to select one person in the household to indicate the characteristics of the household more generally. Following the National Statistics harmonised classifications, the CSEW replaced head of household with household reference person (HRP) in YE March 2002. The HRP is the member of the household in whose name the accommodation is owned or rented, or is otherwise responsible for the accommodation. Where this responsibility is joint within the household, the HRP is the person with the highest income. If incomes are equal, then the oldest person is the HRP.
Household structure
The classification of households in the CSEW is based on the number and combination of people aged 16 years or over and children living within a household, divided into those where there is:
one person aged 16 years or over and one or more children (aged under 16 years); this does not necessarily denote a lone parent family, as the person may be a sibling or grandparent of the child
more than one person aged 16 years or over with one or more children (aged under 16 years)
one or more people aged 16 years or over with no children (aged under 16 years)
Household income
Total household income is the combined income of all members of the household. It includes income from all sources including earnings from employment and self-employment, pensions (both state and private), benefits and tax credits, interest from savings and investments, maintenance, student grants and rent payments received. This question was removed from the YE March 2019 survey but added back in the YE March 2020 survey. Therefore, household income breakdowns are not provided for the year ending March 2019. The current question for YE March 2020 onwards uses the definition of the household's income based on our National Statistics harmonised classification. As the income bandings are slightly different, data are not comparable with previous years.
Tenure
The following definition of tenure is used by the CSEW based on the National Statistics harmonised classification:
owners: households who own their homes outright, or are buying with a mortgage (includes shared owners, who own part of the equity and pay part of the mortgage or rent)
social-rented sector tenants: households renting from a council, housing association or other social-rented sector
rented privately: households privately renting unfurnished or furnished property, including tenants whose accommodation comes with their job, even if their landlord is a housing association or local authority
7.3 Personal
Ethnic group
Crime Survey for England and Wales (CSEW) respondents are asked to make a choice from a card to identify their ethnic background using the standard National Statistics harmonised classification; this classification is based on the 2011 Census question. The standard demographic tables released annually provide breakdowns by ethnic background; the last topic-based analyses from the CSEW, focusing on the experiences of people from different ethnic minorities, are reported in Attitudes, perceptions and risks of crime: Supplementary Volume 1 to Crime in England and Wales, 2006 to 2007.
Marital status
The CSEW uses the following categories for marital status, which are based on the National Statistics harmonised classification:
married - includes same sex civil partnerships
cohabiting
single
separated - includes same sex civil partnerships
divorced - includes legally dissolved same sex civil partnerships
widowed - includes surviving civil partners
Employment status
The CSEW uses the following categories for employment status, which are based on the National Statistics harmonised classification but includes further breakdowns for those in the "economically inactive" category:
in employment: includes people doing paid work in the last week; working on a government-supported training scheme; or doing unpaid work for own or family business
unemployed: actively seeking work or waiting to take up work
economically inactive: those who are retired; going to school or college full-time; looking after home or family; are temporarily or permanently sick; or doing something else
Base sizes for the student categories of employment status differ from those in the occupational classification. Economically inactive students exclude those who are in employment or in other ways economically active. Fulltime students are recognised as such within the occupational coding.
Occupation
The National Statistics Socio-Economic Classification (NS-SEC) is an occupationally based classification, but provides coverage of the whole adult population. The NS-SEC aims to differentiate positions within labour markets and production units in terms of their typical "employment relations".
CSEW analysis is based on the three analytic classes provided within NS-SEC, but also describes full-time students in a separate category (usually included within the "not classified" category). Base sizes for the student categories differ in NS-SEC from those in the economic classification, as economically inactive students exclude those who are in employment, or in other ways economically active, but full-time students are recognised as such within the occupational coding of NS-SEC.
Sexual orientation
The CSEW uses the following categories for sexual orientation, which are based on the Equality Act 2010:
Heterosexual or straight
Gay or lesbian
Bisexual
Other
Sex
The CSEW uses the following categories for sex:
male
female
Sex is currently interviewer-coded using information on the respondent's sex before interview (for example, from respondent title: Mr, Mrs, or Ms) collected at recruitment stage. At interview, if there is any uncertainty then the respondent is asked to confirm.
Gender identity
From 1 October 2019 Crime Survey for England and Wales (CSEW) respondents were asked whether their gender is the same as the sex they were registered at birth; this question is based on the 2019 Rehearsal question for Census 2021. The following categories are used for gender identity, which are based on the gender identity harmonised principle for data collection (interim).
'Yes' = gender the same as sex registered at birth
'No, please specify' = gender different from sex registered at birth
Gender the same as sex registered at birth refers to those whose gender identity is the same as their sex registered at birth and includes male when registered male at birth and female when registered female at birth (cisgender).
Gender different from sex registered at birth refers to those whose gender identity is different from the sex they were registered at birth (trans). Our use of the term 'trans' is inclusive of a range of genders identities, including:
binary male or female genders when not the same as registered at birth
non-binary genders such as those on a continuum between male and female non-gendered identities (neither male nor female).
Breakdowns by gender identity are provided in the annual trend and demographic tables for YE March 2020 and YE March 2023 onwards.
Religion
The CSEW uses the following categories for religion, which are based on the National Statistics harmonised classification:
No religion
Christian
Buddhist
Hindu
Jewish
Muslim
Sikh
Other
Disability
The definition of disability used is consistent with the core definition of disability under the Equality Act 2010. A person is considered to have a disability if they have a long-standing illness, disability or impairment which causes difficulty with day-to-day activities.
Back to table of contents8. Statistical conventions and methods
8.1 Confidence intervals and statistical significance
The main Crime Survey for England and Wales (CSEW) estimates are based on a representative sample of the population of England and Wales aged 16 years and over each year. A sample, as used in the CSEW, is a small scale representation of the population from which it is drawn (more information can be found in Table UG1 of the User Guide tables for sample sizes within the CSEW).
Any sample survey may produce estimates that differ from the figures that would have been obtained if the whole population had been interviewed. It is, however, possible to calculate a range of values around an estimate, known as the confidence interval (also referred to as margin of error) of the estimate. At the 95% confidence level, over many repeats of a survey under the same conditions, one would expect that the confidence interval would contain the true population value 95 times out of 100. Because of this variation, changes in estimates between survey years or between population subgroups may occur by chance.
In other words, the change may simply be because of which people were randomly selected for interview. We are able to measure whether this is likely to be the case using standard statistical tests and conclude whether differences are likely to be because of chance or represent a real difference. Only increases or decreases that are statistically significant at the 5% level (and are therefore likely to be real) are described as changes within the main bulletin, and in the tables and figures these are identified by [s].
Confidence intervals on the CSEW are based on complex standard errors (CSEs) around estimates, which reflect the stratified and semi-clustered design of the survey and are calculated using the SPSS Complex Sample Module . Where standard errors are calculated without the complex element, a design effect of 1.2 is applied to the confidence interval and significance testing to allow for the fact that the survey design is not a simple random sample.
Statistical significance for change in CSEW estimates for overall crime, all theft offences, neighbourhood crime, all property crime, all hate crime and all racially-motivated crime, cannot be calculated in the same way as for other CSEW estimates. This is because these crimes combine a mixture of crimes against household and crimes against the person. As there is an extra stage of sampling used in a personal crime rate (selecting the person aged 16 years or over for interview) compared with a household crime rate (where the respondent represents the whole household), technically, these are estimates from two different, though obviously highly-related, surveys.
The Office for National Statistics (ONS) methodology group has provided an approximation method to use to overcome this problem. The approach involves producing population-weighted variances associated with two approximated estimates for overall crime.
The first approximation is derived by apportioning household crime equally among adults within the household (in other words, converting households into adults), and second by apportioning personal crimes to all household members (converting adults into households). The variances are calculated in the same way as for standard household or personal crime rates (that is, taking into account the complex sample design). An average is then taken of the two estimates of the population-weighted variances. The resulting approximated variance is then used in the calculation of confidence intervals for the estimates and in the calculation of the sampling error, to determine whether such differences are statistically significant.
This method incorporates the effect of any covariance between household and personal crime. By taking an average of the two approximations, it also counteracts any possible effect on the estimates of differing response rates (and therefore calibration rates) by household size.
Our User guide tables provide 95% confidence intervals around CSEW estimates for incidents of crime victimisation by age and sex, and key perception measures. Tables UG13 to UG15 provide confidence intervals around estimates of numbers of incidents, incident rates and prevalence rates for crime amongst children aged 10 to 15 years.
8.2 Population estimates
Crime Survey for England and Wales
The Crime Survey for England and Wales (CSEW) uses population estimates for two purposes: in calibration weighting and in calculating the estimates of numbers of crimes.
For the calculation of estimates for numbers of CSEW incidence rates, personal-level crimes are multiplied by estimates (or projections for the most recent time period) of the household population aged 16 years and over in England and Wales and household-level crimes by estimates (or again, projections for the most recent time period) of the number of households in England and Wales.
Following the completion of a programme of work to reweight CSEW data on the 2011 Census-based population and household estimates, from the Crime in England and Wales, year ending March 2014 release onwards, both the CSEW and police recorded crime data are using 2011 Census-based estimates.
CSEW estimates from YE March 2002 onwards were also reweighted using 2011 Census-based population and household estimates in YE March 2014. In addition to the use of 2011 Census-based estimates, two other methodological changes were also made to population data used in the production of CSEW estimates from YE March 2002 onwards. These changes were:
using household-only population estimates
linearly interpolating population estimates to more closely match the CSEW reference period
Household-only population estimates
Until YE March 2002, in order to calculate crime estimates, incidence rates for personal-level crimes were multiplied by estimates for the total population aged 16 years and over in England and Wales, not just those resident in households.
However, the CSEW does not sample from the entire adult population of England and Wales; it interviews people aged 16 years or over resident in households and does not cover people living in communal establishments (for example, students' halls of residence and NHS nurses' accommodation) or other institutions (for example, prisons), or homeless people. Therefore, CSEW estimates had previously been calculated using marginally larger population totals than are most appropriate. It is more logical to multiply incidence rates for personal-level crimes by the household-resident only population, as this is the population the CSEW covers.
By including the non-household-resident population in the calculation of crime estimates, this assumes that the household-resident and non-household-resident populations experience similar levels of crime victimisation, and this is unlikely to be true.
2011 Census-based household-resident only population data have been supplied to enable the calculation of CSEW estimates in accordance with this new approach; these have been incorporated into the re-weighting of YE March 2002 to YE March 2013 people aged 16 years and over data, and the re-weighting of YE March 2010 to YE March 2013 children (aged 10 to 15 years) data.
As the 2011 Census-based population estimates only dated back to those since the previous Census (2001), CSEW data for years prior to YE March 2002 have not been updated to be based upon the household-resident only populations. This has introduced a minor inconsistency in the CSEW time series between YE December 1999 and YE March 2002.
However, the effects of the weighting updates on the year ending March 2002 CSEW estimates are minimal and have not altered any trends. It is reasonable to assume that any amendments to pre-YE March 2002 CSEW estimates would also be minimal, and therefore, comparisons between post-YE December 1999 and pre-YE March 2002 CSEW data are still sufficiently robust.
No adjustment was necessary for estimates of the number of households in England and Wales (published by the Ministry of Housing, Communities and Local Government (MHCLG)) when calculating household-level crimes. These data already relate only to households; they exclude communal establishments (for example: students' halls of residence; sheltered accommodation; and prisons).
Linear interpolation of population estimates CSEW data are typically published for a 12-month interview period; for example, data for YE March 2013 relate to interviews that took place between April 2012 and March 2013 (more information is available in Section 2).
For YE March 2024, the earliest month an interview takes place is April 2023. Respondents are asked about crimes that took place in the 12 months prior to their interview. This means that the earliest crimes recorded by the YE March 2024 CSEW occur in April 2022, and the latest crimes recorded by the YE March 2024 CSEW occur in February 2024. The midpoint of the period "April 2022 to February 2024" is March 2023. Therefore, the most appropriate population or household estimates to multiply CSEW incidence rates by would be from the end of March 2023.
However, published population (and household) estimates are mid-year data; that is, for a given year, they relate to the population or households in England and Wales as at the end of June of that year. Prior to the reweighting programme, CSEW estimates for YE March 2013 were calculated from mid-2012 (end of June 2012) population data.
It is possible to calculate an estimate for the population as at the end of March 2012 by linearly interpolating on two surrounding data points in the time-series. This approach is valid given that the components of population change, namely births, deaths and net migration, can be assumed to occur equally spread out across the year (for example, not all births occur in January, or all deaths in February; rather, they occur throughout the year).
So, using the example of the YE March 2024 CSEW, given end of June 2022 and end of June 2023 population estimates, estimates from the end of March 2023 can be calculated as March 2023 equals June 2022 plus (June 2023 minus June 2022) multiplied by 0.75. Population estimates from the end of September 2022 and December 2022 could be calculated by replacing the 0.75 multiplication factor by 0.25 and 0.50, respectively.
For households, the linear interpolation was constrained to just two data points: the estimates for the number of households for mid-2001 and mid-2011; at the time the reweighting programme was completed, 2011 Census-based estimates for the intermediate years had not been produced by MHCLG. Estimates for mid-2002 to mid-2010 were themselves linearly interpolated from the mid-2001 and mid-2011 estimates, and end-of-March estimates linearly interpolated from these. Although less accurate (having only two data points 10 years apart), this approach remains valid given that in the pre-2011 Census-based estimates, the estimated number of households had been continually increasing (not fluctuating up and down). Also, similarly to the individual population, the creation and break-up of households can be assumed to occur equally spread out across the time period.
Our quarterly crime statistics bulletins, from the Crime in England and Wales, period ending March 2014 bulletin onwards, contain revised CSEW estimates from YE March 2002. These are calculated from population and household estimates that have been successively linearly interpolated. This does not include YE June data, because the population and household estimates are already produced as at the end of June. This methodology was incorporated into the reweighting of YE March 2002 to YE March 2013 people aged 16 years and over data, and the reweighting of YE March 2010 to YE March 2013 children (aged 10 to 15 years) data.
No linear interpolation was necessary for population estimates used for the pre-YE March 2002 CSEW years (YE December 1981 to YE December 1999), because respondents were asked about their experiences of crime in that year. This means the midpoint of the reference period for these years would be as at the end of June.
The population and household estimates used in the calculation of CSEW estimates are presented in Table 6a.
Further details about the reweighting and methodological changes to the population and household estimates used in the calculation of numbers of CSEW incidents are available in the methodological note accompanying the "Crime Statistics, YE March 2014" release, Presentational and methodological improvements to National Statistics on the Crime Survey for England and Wales.
CSEW year | Population base | Individual population (16 years and over) | Households |
---|---|---|---|
Year ending December 1982 | Mid-1981 | 38,724,000 | 18,387,000 |
Year ending December 1984 | Mid-1983 | 39,127,000 | 18,618,000 |
Year ending December 1988 | Mid-1987 | 40,040,700 | 19,414,000 |
Year ending December 1992 | Mid-1991 | 40,500,800 | 20,278,700 |
Year ending December 1994 | Mid-1993 | 40,531,200 | 20,524,900 |
Year ending December 1996 | Mid-1995 | 40,686,300 | 20,782,400 |
Year ending December 1998 | Mid-1997 | 40,965,900 | 21,045,500 |
Year ending December 2000 | Mid-1999 | 41,325,100 | 21,347,000 |
Year ending March 2002 | End of March-2001 | 40,899,400 | 21,685,500 |
Year ending March 2003 | End of March-2002 | 41,183,100 | 21,861,400 |
Year ending March 2004 | End of March-2003 | 41,463,900 | 22,030,600 |
Year ending March 2005 | End of March-2004 | 41,770,500 | 22,201,300 |
Year ending March 2006 | End of March-2005 | 42,170,000 | 22,369,900 |
Year ending March 2007 | End of March-2006 | 42,560,100 | 22,539,400 |
Year ending March 2008 | End of March-2007 | 42,971,300 | 22,710,300 |
Year ending March 2009 | End of March-2008 | 43,391,400 | 22,881,700 |
Year ending March 2010 | End of March-2009 | 43,752,900 | 23,051,700 |
Year ending March 2011 | End of March-2010 | 44,131,000 | 23,220,600 |
Year ending March 2012 | End of March-2011 | 44,527,900 | 23,394,300 |
Year ending March 2013 | End of March-2012 | 44,900,500 | 23,615,400 |
Year ending March 2014 | End of March-2013 | 45,282,400 | 23,770,300 |
Year ending March 2015 | End of March-2014 | 45,486,900 | 23,991,900 |
Year ending March 2016 | End of March-2015 | 45,864,800 | 24,222,100 |
Year ending March 2017 | End of March-2016 | 46,215,300 | 24,514,500 |
Year ending March 2018 | End of March-2017 | 46,531,200 | 24,761,200 |
Year ending March 2019 | End of March-2018 | 46,824,000 | 24,533,000 |
Year ending March 2020 | End of March-2019 | 47,109,100 | 24,705,000 |
Year ending March 2023 | End of March-2022 | 47,857,800 | 25,205,700 |
Year ending March 2024 | End of March-2023 | 48,149,200 | 25,386,300 |
Download this table Table 2a: Population figures used to calculate CSEW estimates (rounded to nearest hundred)
.xls .csvThe calculation of estimates of CSEW incidence rates for personal crimes experienced by children aged 10 to 15 years are multiplied by the estimates of the population aged 10 to 15 years in England and Wales in the same manner (Table 2b).
CSEW year | Population base | Individual population (children aged 10 to 15) |
---|---|---|
Year ending March 2010 | End of March-2009 | 3,969,500 |
Year ending March 2011 | End of March-2010 | 3,936,100 |
Year ending March 2012 | End of March-2011 | 3,898,500 |
Year ending March 2013 | End of March-2012 | 3,830,700 |
Year ending March 2014 | End of March-2013 | 3,763,400 |
Year ending March 2015 | End of March-2014 | 3,769,100 |
Year ending March 2016 | End of March-2015 | 3,770,400 |
Year ending March 2017 | End of March-2016 | 3,809,900 |
Year ending March 2018 | End of March-2017 | 3,882,500 |
Year ending March 2019 | End of March-2018 | 3,991,400 |
Year ending March 2020 | End of March-2019 | 4,096,800 |
Year ending March 2023 | End of March-2022 | 4,427,400 |
Year ending March 2024 | End of March-2023 | 4,486,500 |
Download this table Table 2b: Population figures used to calculate CSEW estimates for crime experienced by children aged 10 to 15 years (rounded to nearest hundred)
.xls .csvAll population and household estimates and projections used in the actual calculations of CSEW data are unrounded.
Police recorded crime
Crime rates derived from police recorded crime figures are based upon total mid-year population estimates for England and Wales, as shown in Table 4c.
Year | Population based on mid-year | Resident population of England and Wales |
---|---|---|
Year ending March 2003 | 2001 | 52,360,000 |
Year ending March 2004 | 2002 | 52,602,100 |
Year ending March 2005 | 2003 | 52,863,200 |
Year ending March 2006 | 2004 | 53,152,000 |
Year ending March 2007 | 2005 | 53,575,300 |
Year ending March 2008 | 2006 | 53,950,900 |
Year ending March 2009 | 2007 | 54,387,400 |
Year ending March 2010 | 2008 | 54,841,700 |
Year ending March 2011 | 2009 | 55,235,300 |
Year ending March 2012 | 2010 | 55,692,400 |
Year ending March 2013 | 2011 | 56,170,900 |
Year ending March 2014 | 2012 | 56,567,800 |
Year ending March 2015 | 2013 | 56,948,200 |
Year ending March 2016 | 2014 | 57,408,700 |
Year ending March 2017 | 2015 | 57,885,400 |
Year ending March 2018 | 2016 | 58,381,200 |
Year ending March 2019 | 2017 | 58,744,600 |
Year ending March 2020 | 2018 | 59,115,800 |
Year ending March 2023 | 2021 | 59,641,800 |
Year ending March 2024 | 2022 | 60,238,000 |
Download this table Table 2c: Population figures used to derive crime rates from police recorded crime figures (rounded to nearest hundred)
.xls .csvAll population estimates used in the actual calculations of police recorded crime rates are unrounded.
8.3 Weighting data
All Crime Survey for England and Wales (CSEW) percentages and rates presented in crime statistics publications are based on weighted data. Table UG1 shows the unweighted base, which represents the number of people or households interviewed in the specified group for YE March 2024.
Two stages are used in the weighting of the CSEW sample:
Verian (CSEW contractor, formerly known as Kantar Public) apply weights to the raw data before supplying the dataset to the Office for National Statistics (ONS).
Calibration weighting is used to adjust for differential non-response; this weighting is conducted by the ONS on receipt of the data from Verian.
Weighting on the CSEW
The weights constructed by Verian are based on a number of components:
w1: weight to compensate for unequal address selection probabilities between police force areas (PFAs), given some areas are more populated than others
w2: "address non-response weight" to compensate for the observed variation in response rates between different types of neighbourhoods (based on region and neighbourhood classification indicators)
w3: dwelling unit weight (which relates to the number of dwelling units in a household), to compensate for situations in which only one dwelling unit can be selected in multiple "dwelling unit" households
w4: individual selection weight (to account for different probabilities of a respondent being selected based on different sized households)
numinc: a weight applied based on the number of incidents reported in each series of victim reports
For the core sample, these components are used to create two design weights, the core household weight and the core individual weight. These are calculated as follows:
core household weight equals w1 multiplied by w2 multiplied by w3
core individual weight equals w1 multiplied by w2 multiplied by w3 multiplied by w4
Further scaling, to equalise the quarterly achieved sample size, along with removal of extreme values, is also involved (details of this and of the calculations used to construct the component weights can be found in the 2014 to 2015 Crime Survey for England and Wales Technical Report: Volume One).
The numinc weight is used for the calculation of incidents only.
The new methodology for improving the way we estimate repeat victimisation introduces volatility into the estimates between years. To ensure a usable time series, some minor changes were made to the weights used to compensate for unequal probabilities of selection. This reduces volatility in estimates between years.
When we explored the effects of removing the cap of five from our measure of the number of incidents in a series, there were some instances in which high levels of repeat victimisation (97) coincided with very high weights. In one instance, final weights of more than 6,000 per individual coincided with a series that included 97 incidents of violence. The combined effect of this meant that by uncapping the estimates, one individual was contributing over 582,000 incidents to our annual violence estimates (as compared with the individual's contribution of just over 30,000 incidents with the cap of five in place).
The component weight that contributed directly to this issue was the dwelling unit weight (w3). However, analysis of the data indicated the same issue may arise in the future as a result of the individual component weight (w4), which has similar variability.
A decision was made to trim the component dwelling unit weight at four for the calculation of household weights in the people aged 16 or over datasets. This aligns with the weighting procedures used for the children's element of the CSEW, where this approach has been applied since YE March 2016. A slightly different method of trimming the dwelling unit element of the household weight at the 99th percentile had been implemented on the children aged 10 to 15 years datasets prior to YE March 2016. The effect on the published estimates in moving to the new trimming method was deemed to be negligible.
In calculating the core individual weight, the product of the multiplication of the dwelling unit weight and individual component weights has been trimmed at five. Although trimming of extreme weights may introduce a small amount of bias, this is more than compensated for by the resulting improvement in precision.
Further information on the methodology for repeat victimisation can be found in Improving victimisation estimates derived from the Crime Survey for England and Wales.
Weighting on the children aged 10 to 15 years survey
The final weight produced by Kantar Public for each case in the children aged 10 to 15 years sample is equal to the household weight multiplied by the product of the reported number of children aged 10 to 15 years in the household, and the estimated (conditional) response probability (as derived from a logistic regression model described further in the 2014 to 2015 Crime Survey for England and Wales Technical Report: Volume One.
Calibration weighting
A review of the then British Crime Survey (now the CSEW) by survey methodology experts at the ONS and the National Centre for Social Research, recommended that the calibration weighting method be adopted.
The ONS calibration weighting is designed to make adjustments for known differentials in response rates between different regions and different age by sex sub-groups. This is particularly the case in incidences where victimisation levels within sub-groups that are more or less likely to respond, is not equal to that of other respondents. For example, a household containing a man aged 24 years and living in London may be less likely to respond than a household containing a woman aged 50 years living in the South West. The procedure therefore gives different weights to different households and individuals based on their sex, age and region composition, in such a way that the weighted distribution of responding households and individuals in these households matches the known distribution in the population as a whole.
The weights are generated using an algorithm that minimises the differences between the weights implied by sampling and the final weights subject to the weighted data meeting the population controls; they are based on calibrating population estimates and projections provided by the ONS [note 1].
The effects of calibration weights are generally small for household-level crime, but are likely to be more important for estimates of personal-level crime, as for example, young respondents generally have much higher crime victimisation rates than average but also lower response rates to the survey. However, there was only a marginal impact seen in crime trends when calibration weighting was first implemented in the 1996 survey.
When implementing the revised methodology for repeat victimisation, we took the opportunity to make other improvements to the data and have now implemented consistent weighting and calibration techniques back as far as 1991 for the first time.
8.4 Conventions used in figures and tables
The following conventions are used in the crime statistics publications and the user guide (where applicable).
Table abbreviations:
"0" indicates greater than 0% but less than 0.5% (this does not apply when percentages are presented to one decimal point).
[x] indicates that the Crime Survey for England and Wales (CSEW) question was not applicable or not asked in that particular year
[u] indicates that for police recorded crime, percentage changes are not reported because the base number of offences is less than 50; for the CSEW it indicates that data are not reported because the unweighted base is less than 50
[u1] indicates that rate per 1,000 population data for City of London have been suppressed because of the small population size of the police force area
[c] indicates that data from the CSEW have been suppressed because of disclosure constraints
[x] indicates for police recorded crime that data are not available
[s] indicates for CSEW data that the change is statistically significant at the 5% level
[z] indicates not applicable
Unweighted base
All CSEW percentages and rates presented in the tables are based on data weighted to compensate for differential non-response. Tables show the unweighted base, which represents the number of individuals or households interviewed in the specified group.
Percentages
Perception measures are presented as whole numbers; victimisation measures are presented to one decimal place.
Row or column percentages may not add to 100% because of rounding.
Most CSEW tables present cell percentages where the figures refer to the percentage of people or households who have the attribute being discussed and the complementary percentage, to add to 100%, is not shown.
A percentage may be quoted in the text for a single category that is identifiable in the tables only by summing two or more component percentages. To avoid rounding errors, the percentage has been recalculated for the single category and, therefore, may differ from the sum of the percentages derived from the tables.
Year-labels on CSEW figures and tables
Prior to YE March 2002, CSEW respondents were asked about their experience of crime in the previous calendar year, so year-labels identify the year in which the crime took place. Following the change to continuous interviewing in YE March 2002, respondents' experience of crime relates to the 12 full months prior to interview (more information can be found in Section 2: Crime Survey for England and Wales (CSEW) and year-labels identify the CSEW year of interview.
Other questions on the CSEW (for example, attitudes to policing, confidence in the criminal justice system) ask the respondent their current views or attitudes and thus the data are referenced as the year in which the respondent was interviewed.
"No answers" (missing values)
All CSEW analysis excludes don't knows or refusals unless otherwise specified.
Numbers of CSEW incidents
Estimates are rounded to the nearest 1,000.
Notes for: Statistical conventions and methods
- Calibration weights were applied from the YE December 1996 CSEW onwards using CALMAR (a SAS-based macro); from the YE March 2007, the CSEW used g-Calib within a new SPSS-based data processing system (the weights produced by g-Calib are the same as those from CALMAR); from the YE March 2022, the CSEW used the Regenesees package in R for calibration weights.
9. Crime Survey for England and Wales open data tables
9.1 Introduction to open data tables
This chapter contains information on the content and use of the Crime Survey for England and Wales (CSEW) open data tables. These tables contain CSEW estimates related to victimisation and perceptions of crime and the criminal justice system (CJS) broken down by demographic characteristics. These tables are released as part of an initiative to make government data more transparent and accessible to the public and external researchers.
For users wanting to access full CSEW datasets, these are available from the CSEW section of the UK Data Archive Section 10: Other reference data provides further information.
It is recommended that prior to using these open data tables, users read Section 2, in particular, of this user guide to familiarise themselves with the context of the data and the scope and limitations of the CSEW as a whole. Full instructions on how to use these open data tables accompany each dataset.
We also produce previous editions of the open data tables (these are available from the first quarter of 2012 following the responsibility for the publication of crime statistics transferring to the Office for National Statistics (ONS) from the Home Office). At present there are no plans to produce a back series to cover earlier CSEW years.
9.2 Table format
The main Crime Survey for England and Wales (CSEW) release consists of six data tables, all with an identical layout. The files have been split by theme, but because all have the same layout they can all be combined into a single table after download.
Tables are laid out in rows and columns with the first row containing column headings. Each row consists of a single CSEW estimate, while each column contains information about the estimate. Estimates are principally broken down by respondent characteristics (identified by the "sex", "age", "household type", and "characteristic" columns). However, other columns provide further information on the estimate, such as the time period it relates to (identified by the "period", "last quarter" and "last year" columns). Further details can be found in the "data table specification" section of this chapter.
This layout is intended to provide CSEW estimates in the most transparent and versatile form for users and allow data to be linked with, for example, the Office for National Statistics (ONS) population estimates for the calculation of numbers of crimes. Further details can be found in the "How to use open data tables" section of this chapter.
All files are made available in CSV (comma separated values) format, which arranges data in rows and columns as outlined in this section. This type of file can be opened in most data analysis programmes.
9.3 File naming
The six main tables are contained in files which use the following naming structure:
"[Measurement type]-[Measurement subcategory]-[Date].csv"
For example, Household-Incidence-2020-Q1.csv
The [Measurement type] and [Measurement subcategory] sections of the filename are used to identify the content of the data file. There are three different values for [Measurement type], each with two values for [Measurement subcategory]:
Household: Incidence and Prevalence
Personal: Incidence and Prevalence
Perceptions: Criminal Justice System (CJS) and Other
Household - Incidence
Description: contains incidence rates for household crime
Example of data in file: Number of incidents of burglary per 1,000 households in the 12 months prior to interview
Household - Prevalence
Description: contains prevalence rates for household crime
Example of data in file: percentage of households that have been victims of burglary in the 12 months prior to interview
Personal - Incidence
Description: contains incidence rates for personal crime
Example of data in file: number of incidents of violence per 1,000 adults in the 12 months prior to interview
Personal - Prevalence
Description: contains prevalence rates for personal crime
Example of data in file: percentage of adults who have been victims of violence in the 12 months prior to interview
Perceptions - Criminal Justice System
Description: contains perceptions of the police and the criminal justice system
Example of data in file: percentage of adults who think that their local police are doing a good or excellent job
Perceptions - Other
Description: contains other perceptions of crime
Example of data in file: percentage of adults who perceive a high level of anti-social behaviour in their local area
The [Date] section of the filename identifies the Crime Survey for England and Wales (CSEW) dataset that the release was taken from. It follows the same convention as the "last year" and "last quarter" columns in the tables themselves (more information is available in Section 9.4: Data table specification).
9.4 Data table specification
Data tables are laid out in rows and columns. Each row contains a single Crime Survey for England and Wales (CSEW) estimate, while each column contains information about that estimate. This section provides a description of the meaning behind the values in each column.
Source
Possible values: CSEW
This column identifies the source of the estimate. For this release, this column contains only one value: "CSEW". This field is provided to allow future releases to include data from different sources.
Period
Possible values: 12 months
This column identifies the period covered by the data used to generate the estimate. For this release, this column contains only one value: "12 months". This indicates that the estimate is based on 12 months of CSEW interviews. This field is provided to allow future releases to include data from different period lengths.
Last year
Possible values: various
Combined with the "period" and "last quarter" columns, this column identifies the CSEW interview period that the estimate is based on. The combination of "last year" and "last quarter" identifies the last quarter of interviews that "period" covers. For example, "period" equals "12 months", "last year" equals "2023" and "last quarter" equals "one" denotes that the estimate is based on CSEW interviews between April 2023 and March 2024, that is, the 12 months ending in Quarter 1 (Jan to Mar) 2024.
Last quarter
Possible values: various
Combined with the "period" and "last year" columns, this column identifies the CSEW interview period that the estimate is based on. The combination of "last year" and "last quarter" identifies the last quarter of interviews that "period" covers. For example, "period" equals "12 months", "last year" equals "2023" and "last quarter" equals "one" denotes that the estimate is based on CSEW interviews between April 2023 and March 2024, that is, the 12 months ending in Quarter 1 (Jan to Mar) 2024.
MeasurementVar
Possible values: various (see reference table)
This is the name of the variable that is being measured by the estimate. It could also be considered a dependent variable. In this release it is a crime incidence rate, a crime prevalence rate or a perception of crime. Future releases may contain a wider range of measurements. The variable name is a shorthand way of referring to the measurement in question, therefore the meaning of the values in this column may not be immediately obvious to users. A reference table has been provided with this release that contains more descriptive labels for each of the variable names in this column. For users who have access to the main CSEW dataset from the UK Data Archive, the names here match directly with the variable names on the main CSEW dataset.
Geography
Possible values: England and Wales
This column identifies the geographical area that the estimate relates to. For this release, only estimates for the whole of England and Wales are included. A breakdown by region is available via the "Characteristics" column.
Age
Possible values: 16+; 16-24; 25-34; 35-44; 45-54; 55-64; 65-74; 75+
This column identifies the age of the respondent at the time of interview. Respondents are arranged into banded age groups, with the category of "16+" covering respondents in all age groups combined. This column only contains values where "measurement level" is "person".
Sex
Possible values: All adults; Male; Female
The column identifies the sex of the respondent. The category of "all adults" covers men and women combined. This column only contains values where "measurement level" is "person".
Household type
Possible values: all households; vehicle-owning households; bicycle-owning households
This column identifies the type of household that the estimate relates to, specifically whether the household owns a vehicle or bicycle. Most estimates relate to "all households". Vehicle-owning households" and "bicycle-owning households" provide an alternative measure for the prevalence of vehicle-related crime and bicycle theft respectively, and as such, only have a value for these measures. This column only contains values where "measurement level" is "household".
CharacteristicVar
Possible values: various, GOR, total
This column identifies the variable that is used to provide the full breakdown of estimates by respondent characteristics in the "characteristic" column. It could also be considered an independent variable. It is similar to the "MeasurementVar" column in that it contains variable names that match the variable names on the main CSEW dataset. More descriptive labels for the variable names in this column can be found in the reference table for this column.
The value "GOR" identifies estimates for each of the English regions and for England and Wales separately. The value "total" in this column identifies an estimate that covers all respondents, regardless of individual characteristics. Users should be aware that some characteristics only exist at the personal level and some only exist at the household level (identified in the "measurement level" column).
Characteristic
Possible values: various; total
This column identifies respondent characteristics that the estimate relates to. Characteristics are grouped by "CharacteristicVar" such that each value of "CharacteristicVar" has a number of unique values for "Characteristic" associated with it. As well as those characteristics included on the main CSEW dataset within each "CharacteristicVar", the open data tables also include some combined categories that are not included on the CSEW core variables. The value "total" in this column identifies an estimate that covers all respondents, regardless of individual characteristics and is the only "characteristic" for the "CharacteristicVar" of "total".
Estimate
Possible values: various
This column contains the estimate for "MeasurementVar" for respondents with the characteristics referred to as "geography", "age", "sex", "household type" and "characteristic" from CSEW interviews conducted in the period identified by "period", "last quarter" and "last year". When "measurement type" is "incidence rate" it is a rate per 1,000 adults or households; where "measurement type" is "prevalence rate" or "perception" it is a percentage.
Standard error
Possible values: various
This column contains the standard error of the value of "estimate". As the CSEW is a sample survey, all estimates are subject to a degree of error, reflected in the size of the standard error - the "How to use open data tables" section provides more information. More advanced users may also want to know that as the CSEW is based on a complex sample design, the standard errors included in these tables are complex standard errors that take the sample design into account. This means that no further adjustments, such as design factors, need to be applied to calculations involving these standard errors.
Unweighted count
Possible values: various
Also referred to as the "unweighted base", this column shows the total number of respondents who contributed to the calculation of "estimate". Estimates based on a larger number of respondents are generally more reliable, and those based on a very small number of respondents should be treated with caution. It is recommended that users refrain from using estimates based on fewer than 50 respondents. They have been included here for reference and in the interests of completeness. Estimates based on fewer than 10 respondents are not provided.
9.5 Reference data tables
There are two reference data tables included with this release; one each for the columns "MeasurementVar" and "CharacteristicVar". These provide additional information on the variables included in these two columns in the main data tables. They can be used as lookups to include this additional data in combined tables. The data specification for these tables is provided in this section.
Measurement
MeasurementVar
Possible values: various
This includes all the values in the "MeasurementVar" column of the main data tables.
Measurement label
Possible values: various
This column contains a text description of the measure that "MeasurementVar" relates to.
Measurement level
Possible values: Person; Household
This column identifies the level at which the measurement applies. For personal crimes and perception measures, this column has a value of "person" to indicate that the estimate applies to people (specifically people aged 16 years and over). For household crimes, this column has a value of "household" to indicate that the estimate applies to households in England and Wales.
Measurement type
Possible values: incidence rate; prevalence rate; perception
This column identifies the type of measurement. "Incidence rate" means that the measurement shows the number of crimes per 1,000 adults or per 1,000 households (identified by the "measurement level" column) in the last 12 months. "Prevalence rate" means that the measurement shows the percentage of adults or households (identified by the "measurement level" column) who have been victims of crime in the last 12 months. "Perception" means that the measurement shows the percentage of adults who have a particular perception about crime or the criminal justice system.
Characteristic
CharacteristicVar
Possible values: various
This includes all the values in the "CharacteristicVar" column of the main data tables.
Characteristic label
Possible values: various
This column contains a text description of the measure that "CharacteristicVar" relates to.
9.6 How to use open data tables
At the simplest level, Crime Survey for England and Wales (CSEW) open data tables can be used to find CSEW estimates for certain demographic groups. The CSV files can be imported into most data analysis programmes for this purpose. A full list of the measurements that are included in these tables can be found in the "MeasurementVar" reference table. A full list of demographic characteristics that these measurements can be analysed by using these tables can be found in the "CharacteristicVar" reference table.
The data specification table should make clear to users that to find the estimate they are interested in requires filtering or searching data across different columns to identify the population group they are interested in. For example, overall national estimates for all adults aged 16 years and over can be found by selecting "16+" from the "Age" column, "all" from the "sex" column, and "total" from the "characteristic" column (for personal crime or perception estimates). At the other extreme level of detail, users could find estimates for 16-to 24-year-old married women by selecting the appropriate categories from the "age", "sex" and "characteristic" columns. Other levels of detail can be found by selecting the appropriate values in these fields (or "household type" for household crime estimates).
When using these estimates, users should be aware of the fact that the CSEW is a sample survey and produces estimates with a margin of error around them. As such, the Office for National Statistics (ONS) recommends that users do not use estimates based on fewer than 50 respondents (identified by the "unweighted count" column). This feature of the data should also be considered when comparing differences between groups. Standard statistical tests can be used to identify whether differences between demographic groups are statistically significant. That is, whether the differences seen in the CSEW data are because of differences in the population of England and Wales as a whole, or whether they occurred by chance as a result of the random selection of respondents for the CSEW sample. Users should familiarise themselves with this concept before using these tables.
When comparing estimates, users should ensure that they are only comparing estimates from independent samples. Although the current set of tables only include data for a single time period, future releases may cover other time periods. When comparing data over time, users should consider the time periods that are being used to ensure that they are not overlapping. This can be identified by consideration of the "period", "last year", and "last quarter" columns in the data tables.
Some users may want to combine data in these tables with data from other sources. One common use of this would be to produce counts of crime and numbers of victims by combining the CSEW open data tables with population data. Incidence rates in these tables show the number of crimes per 1,000 adults or 1,000 households. By multiplying the values in the CSEW open data tables by the ONS estimates of the total number of adults or households in England and Wales, divided by 1,000, it is possible to calculate the estimated total number of crimes that took place over a 12-month period.
Similarly, prevalence rates show the percentage of adults or households who were victims of crime in a 12-month period. If these percentages (once converted to a decimal) are multiplied by the total number of adults or households in England and Wales, it is possible to calculate the estimated number of victims of crime. Users should bear in mind that when doing this, it is important to use a population estimate for the same subpopulation as that used in the CSEW open data tables. So, for example, an incidence rate for men aged 16 to 24 years in England and Wales from the CSEW open data tables should be multiplied by a population estimate for men aged 16 to 24 years in England and Wales to calculate the number of crimes against men aged 16 to 24 years in England and Wales.
9.7 Changes to the open data tables variables
For the survey year of year ending (YE) March 2013 (that is, interviews from April 2012 onwards) changes were made to the demographic questions in the Crime Survey for England and Wales (CSEW) questionnaire. The changes have been made in accordance with harmonised standards set by the Office for National Statistics (ONS) with the aim of providing consistent data series across government. As these questions were introduced into the survey in April 2012, any annual dataset produced over the previous 12-month period will necessarily have included both the new and the old style questions. This affected datasets for the reporting periods "year to June 2012", "year to September 2012" and "year to December 2012".
New victimisation questions on fraud and computer misuse were introduced into the CSEW in October 2015. The questions were asked of half the survey sample from October 2015 until September 2017, to test for detrimental effects on the survey as a whole and to help ensure that the historical time series is protected. As of October 2017, the questions have been asked of a full sample. Variables relating to fraud and computer misuse have been added to the Open Data tables for YE September 2018 onwards.
Back to table of contents10. Other reference data
10.1 Nature of crime
Additional analysis is published from YE March dataset of the Crime Survey for England and Wales (CSEW) relating to the "nature of crime". For a number of crime types (for example, bicycle theft, burglary, vandalism, and violence) tables are available detailing characteristics such as:
timing of when the incident occurred
location of where the incident occurred,
if appropriate cost of stolen items or damage incurred as a result of the incident,
if appropriate level of injuries sustained and types of weapons used in the incident,
if appropriate emotional impact of the incident on the respondent
perceived seriousness of the incident to the respondent
offenders involved in the incident, if known by the respondent
The latest CSEW figures for most offence types are for YE March 2023, published in our Nature of crime tables. Updates to the children's nature of crime tables for theft, criminal damage and violence for YE March 2019 were published in March 2020.
10.2 Open data tables (police recorded crime)
Data tables on police recorded crime broken down by police force or community safety partnership (CSP), quarterly period and individual offence code are available.
10.3 Archived data
Access to all Crime Survey for England and Wales (CSEW) microdata prior to the move to the Office for National Statistics (ONS) was via the UK Data Archive. Once responsibility, including all historic data, passed from the Home Office to the ONS, new data arrangements were made. However, since all historic data had previously been available for download from the data archive, it was decided that such data would remain available for download as "End User Licence" and "Special Licence" datasets and be unaffected by the transition of responsibility to the ONS.
In order to access the "Special Licence" datasets the user was required to be an approved researcher. However, following a review of the ONS Approved Researcher scheme [note 1] in 2016, it was concluded that approved researchers should only access legally protected data in a secure environment and therefore the ONS stopped any further distribution of data under the terms of a "Special Licence". CSEW data previously accessible under "Special Licence" are now available via the ONS's Secure Research Service (SRS) and the Secure Data Service.
Users can download "End User Licence" versions of the CSEW datasets from the CSEW section of the UK Data Archive.
More detailed versions of the CSEW datasets are available via our Secure Research Service (SRS) and the Secure Data Service.
Notes for: Other reference data
- The ONS Approved Researcher scheme is the legal gateway used to grant access to potentially disclosive microdata to researchers outside of government, for statistical research purposes.
11. Appendix 1: Recorded crime list
The classifications defined in this appendix are those used for crime recorded by the police and notifiable to the Home Office, correct as of YE March 2024. In general, attempting, conspiring, aiding, abetting, causing or permitting a crime is classified under the heading of the crime itself, though in certain cases it is shown separately.
Recorded crime covers all indictable and triable-either-way offences. Additionally, a few closely associated summary offences are included. Summary offences are identified in the listing, together with the reasons for their inclusion. The crimes on this list are termed notifiable offences and their listing is referred to as the notifiable offences list (NOL).
Most of the offences listed are defined in terms of legal offences (that is, sections of Acts). A comprehensive list of these offences, together with important legal definitions and explanatory notes, appears in the Home Office Counting Rules for Recorded Crime documentation.
Victim-based crime
Violence against the person
In October 2017, a new sub-category has been introduced within the main violence against the person offence group, for “death or serious injury caused by illegal driving”. It contains offences previously counted under violence. Additionally, stalking and harassment offences have been moved out of the sub-category of “violence without injury” and are now in a separate sub-category of “stalking and harassment”.
Homicide
1 Murder
4.1 Manslaughter
4.10 Corporate manslaughter
4.2 Infanticide (Applies to infants aged under 12 months killed by the mother while of disturbed mind).
Death or serious injury – unlawful driving
4.4 Causing death or serious injury by dangerous driving
4.6 Causing death by careless driving when under the influence of drink or drugs
4.8 Causing death by careless or inconsiderate driving
4.9 Causing death by driving: unlicensed or disqualified or uninsured drivers
37.1 Causing death by aggravated vehicle taking
Violence with injury
2 Attempted murder
4.3 Intentional destruction of viable unborn child
5D Assault with intent to cause serious harm
5E Endangering life
4.7 Causing or allowing death or serious physical harm of child or vulnerable person
8N Assault with injury
8P Racially or religiously-aggravated assault with injury
8S Assault with injury on a constable
8T Assault with injury on an emergency worker (other than a constable)
Violence without injury
3A Conspiracy to murder
3B Threats to kill
11A Cruelty to children or young persons
13 Child abduction
14 Procuring illegal abortion
36 Kidnapping
104 Assault without injury on a constable
105A Assault without injury
105B Racially or religiously-aggravated assault without injury
106 Modern slavery
Stalking and harassment
8L Harassment
8M Racially or religiously-aggravated harassment
8Q Stalking
8R Malicious communications
8U Controlling and coercive behaviour
Sexual offences
Rape
19C Rape of a female aged 16 or over
19D Rape of a female child under 16
19E Rape of a female child under 13
19J Rape of a female – undefined
19F Rape of a male aged 16 or over
19G Rape of a male child under 16
19H Rape of a male child under 13
19K Rape of a male – undefined
Other sexual offences
17A Sexual assault on a male aged 13 years and over
17B Sexual assault on a male child aged under 13 years
20A Sexual assault on a female aged 13 years and over
20B Sexual assault on a female child aged under 13 years
21 Sexual activity involving a child aged under 13 years
22B Sexual activity involving a child aged under 16 years
22A Causing sexual activity without consent
23 Incest or familial sexual offences
70 Sexual activity with a person with a mental disorder
71 Abuse of children through sexual exploitation
73 Abuse of position of trust of a sexual nature
88A Sexual grooming
88C Other miscellaneous sexual offences
88D Unnatural sexual offences
88E Exposure and voyeurism
Robbery
The main elements of the offence of robbery (Section 8 of the Theft Act 1968) are stealing and the use or threat of force immediately before doing so, and in order to do so. Any injuries resulting from this force are not recorded as additional offences of violence.
34A Robbery of business property
34B Robbery of personal property
Theft offences
Burglary
The main elements of police recorded burglaries (as defined by the Theft Act 1968) are entry (or attempted entry) to a building as a trespasser with intent to:
- steal property from it (including stealing or attempting to steal)
- inflict grievous bodily harm
- commit unlawful damage to property whilst inside
The offence group also includes aggravated burglary (Section 10 of the same Act), which is defined as a burglary where the burglar is in possession of a weapon at the time. The Home Office Counting Rules for Recorded Crime documentation contains details of the types of premises that constitute a dwelling.
Police recorded burglary figures recently changed from the categorisation of domestic and non-domestic burglary in the Home Office Counting Rules for police recorded crime. From April 2017, new subcategories of residential and non-residential burglary have replaced domestic and non-domestic burglary respectively, but with the important distinction that the classification of residential burglary includes all buildings or parts of buildings that are within the boundary of, or form a part of, a dwelling. Any building not directly connected to a dwelling was previously counted as non-domestic burglary. This change was introduced to draw together burglaries to the main dwelling house and those to other buildings that are part of the overall residential property.
This classification change affects percentage change figures for all subcategories of burglary where it is not currently possible to make meaningful comparisons over time, therefore these figures are not shown. Figures for total burglary are unaffected.
Burglary
28E Burglary – Residential
28F Attempted burglary – Residential
28G Distraction burglary – Residential
28H Attempted distraction burglary - Residential
29A Aggravated burglary – Residential
30C Burglary – business and community
30D Attempted burglary – business and community
31A Aggravated burglary – business and community
Vehicle offences
37.2 Aggravated vehicle taking
Part of Section 1 of the Aggravated Vehicle Taking Act 1992. Applies to offences of unauthorised vehicle taking (see classification 48) with additional aggravating factors of dangerous driving, or causing an accident involving injury or damage.
45 Theft from a vehicle
48 Theft or unauthorised taking of a motor vehicle
Unauthorised taking of a motor vehicle (part of Section 12 of the Theft Act 1968; also known as taking without consent or TWOC) is a summary offence. It is closely associated with theft of a motor vehicle because at the time of recording it may not be known whether the intention is to permanently deprive the owner.
126 Vehicle interference
Summary offences, closely associated with theft of or from vehicles. The Home Office Counting Rules for Recorded Crime documentation contains detailed guidance for forces on distinguishing between these offences and criminal damage, where a vehicle is reported damaged.
Theft from the person
39 Theft from the person
Bicycle theft
44 Theft or unauthorised taking of a pedal cycle
Shoplifting
46 Shoplifting
All other theft offences
35 Blackmail
40 Theft in a dwelling other than from an automatic machine or meter
41 Theft by an employee
42 Theft of mail
43 Dishonest use of electricity
47 Theft from automatic machine or meter
49 Other theft
49A Making off without payment
Criminal damage and arson
Arson
56A Arson endangering life
56B Arson not endangering life
Not all malicious fires that the police record are included here. If the owner of the property set alight is wounded, then a crime of violence is recorded. If a stolen vehicle is subsequently burnt out, it is recorded as a vehicle theft. An additional arson offence is recorded only if there is evidence that the arsonist is unconnected with the vehicle thief.
Criminal damage
58A Criminal damage to a dwelling
58B Criminal damage to a building other than a dwelling
58C Criminal damage to a vehicle
58D Other criminal damage
58J Racially or religiously-aggravated criminal damage
Other crimes against society
Drug offences
Trafficking of drugs
92A Trafficking in controlled drugs
Possession of drugs
92C Other drug offences
Various offences, mostly under the Misuse of Drugs Act 1971, including permitting premises to be used for unlawful purposes; failure to comply with notice requiring information relating to prescribing, supply etc. of drugs; supply of intoxicating substance; and supply of articles for administering or preparing controlled drugs.
92D Possession of controlled drugs (excluding cannabis)
92E Possession of cannabis
Possession of weapons offences
10A Possession of firearms with intent
10B Possession of firearms offences
10C Possession of other weapons
10D Possession of article with blade or point
81 Other firearms offences
90 Other knives offences
Public order offences
9A Public fear, alarm or distress
9B Racially or religiously-aggravated public fear, alarm or distress
62A Violent disorder
66 Other offences against the State or public order
Miscellaneous crimes against society
15 Concealing an infant death close to birth
24 Exploitation of prostitution
26 Bigamy
27 Soliciting for prostitution
33 Going equipped for stealing
33A Making, supplying or possessing articles for use in fraud
38 Profiting from or concealing proceeds of crime
54 Handling stolen goods
59 Threat or possession with intent to commit criminal damage
60 Forgery or use of drug prescription
61 Other forgery
61A Possession of false documents
67 Perjury
69 Offender Management Act offences
76 Aiding suicide
79 Perverting the course of justice
80 Absconding from lawful custody
83 Bail offences
86 Obscene publications, etc. and protected sexual material
95 Disclosure, obstruction, false or misleading statements etc.
96 Wildlife crime
99 Other notifiable offences
802 Dangerous driving
814 Fraud, forgery associated with vehicle driver records
Selected National Fraud Intelligence Bureau (NFIB) offences
Additional data on fraud, reported from industry bodies, are provided by the National Fraud Intelligence Bureau (NFIB). These are still under development and data are included as they become available. The list shows the offences within the NFIB dataset and the date from which they were included.
1 April 2011
“419” Advance fee fraud
Application fraud (excluding mortgages)
Bankruptcy and insolvency
Business trading fraud
Charity fraud
Cheque, plastic card and online bank accounts (not PSP)
Computer software service fraud
Consumer phone fraud
Corporate employee fraud
Corporate procurement fraud
Counterfeit cashiers’ cheques and bankers drafts
Department for Work and Pensions (DWP) fraud
Dating scams
Door-to-door sales and bogus tradesmen
False accounting
Fraud recovery
Fraudulent applications for grants from charities
His Majesty’s Revenue and Customs (HMRC) fraud
Inheritance fraud
Insurance broker fraud
Insurance related fraud
Lender loan fraud
Lottery scams
Mandate fraud
Mortgage related fraud
Online shopping and auctions
Other advance fee frauds
Other consumer non-investment fraud
Other financial investment
Passport application fraud
Prime bank guarantees
Pyramid or Ponzi schemes
Rental fraud
Share/bond sales or boiler room fraud
Telecom industry fraud (misuse of contracts)
Ticket fraud
Time shares and holiday club fraud
1 January 2012
Computer virus or malware
Denial of service attack
Denial of service attack (extortion)
Hacking (extortion)
Hacking – PBX or dial through
Hacking – personal
Hacking – server
Hacking – social media and email
1 April 2012
Fraudulent applications for grants from government-funded organisations
14 February 2013
Pension fraud by pensioners (or their estate)
Pension fraud committed on pensioners
Pension liberation fraud
1 April 2013
Dishonesty retaining a wrongful credit
Fraud by abuse of position
Fraud by failing to disclose information
Other fraud (not covered elsewhere)
Other regulatory fraud
Retail fraud
1 April 2015
DVLA driver licence application fraud
Back to table of contents12. Appendix 2: Crime Survey for England and Wales offences
Crime categories and the offence codes used in the Crime Survey for England and Wales
The list in this appendix gives a breakdown of which offence codes make up the different crime categories that are referred to in the Crime Survey for England and Wales (CSEW). Details of how offences reported in CSEW are placed into the offence codes used can be found in section 5 of the Technical Report. For household crimes the respondent is answering on behalf of the household and when an offence occurs, the whole household is considered to have been victimised. For personal crimes, the respondents themselves have to be the victim of a personal crime for it to be inside the survey’s coverage.
Because of the small numbers of rape, attempted rape and indecent assault offences identified by face-to-face CSEW interviews, results from the main CSEW are too unreliable to report. Because of this, they are not included within the overall count of violence (except for the categories of “serious wounding with sexual motive” and “other wounding with sexual motive”, which are included in the offence type of “wounding”).
Household crimes
All household offences
50: Attempted burglary to non-connected domestic garage or outhouse
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
53: Attempted burglary in a dwelling
55: Theft in a dwelling
56: Theft from a meter
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
60: Theft of car or van
61: Theft from car or van
62: Theft of motorbike, motorscooter or moped
63: Theft from motorbike, motorscooter or moped
64: Theft of pedal cycle
65: Theft from outside dwelling (excluding theft of milk bottles)
71: Attempted theft of, or from, car or van
72: Attempted theft of, or from, motorcycle, motorscooter or moped
80: Arson
81: Criminal damage to a motor vehicle (£20 or under)
82: Criminal damage to a motor vehicle (over £20)
83: Criminal damage to the home (£20 or under)
84: Criminal damage to the home (over £20)
85: Other criminal damage (£20 or under)
86: Other criminal damage (over £20)
Acquisitive crime against the household
50: Attempted burglary to non-connected domestic garage or outhouse
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
53: Attempted burglary in a dwelling
55: Theft in a dwelling
56: Theft from a meter
57: Burglary from non-connected garage or outhouse – nothing taken
58: Burglary from non-connected garage or outhouse – something taken
60: Theft of car or van
61: Theft from car or van
62: Theft of motorbike, motorscooter or moped
63: Theft from motorbike, motorscooter or moped
64: Theft of pedal cycle
65: Theft from outside dwelling (excluding theft of milk bottles)
71: Attempted theft of, or from, car or van
72: Attempted theft of, or from, motorcycle, motorscooter or moped
Domestic burglary
50: Attempted burglary to non-connected domestic garage or outhouse
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
53: Attempted burglary in a dwelling
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
Domestic burglary with entry
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
Domestic burglary with loss
52: Burglary in a dwelling (something taken)
58: Burglary from non-connected domestic garage or outhouse – something taken
Domestic burglary with no loss
51: Burglary in a dwelling (nothing taken)
57: Burglary from non-connected domestic garage or outhouse – nothing taken
Domestic burglary attempts
50: Attempted burglary to non-connected domestic garage or outhouse
53: Attempted burglary in a dwelling
Domestic burglary in a dwelling
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
53: Attempted burglary in a dwelling
Domestic burglary in a dwelling with entry
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
Domestic burglary in a dwelling with loss
52: Burglary in a dwelling (something taken)
Domestic burglary in a dwelling with no loss
51: Burglary in a dwelling (nothing taken)
Domestic burglary in a dwelling attempts
53: Attempted burglary in a dwelling
Domestic burglary in a non-connected building to a dwelling
50: Attempted burglary to non-connected domestic garage or outhouse
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
Domestic burglary in a non-connected building to a dwelling with entry
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
Domestic burglary in a non-connected building to a dwelling with loss
58: Burglary from non-connected domestic garage or outhouse – something taken
Domestic burglary in a non-connected building to a dwelling with no loss
57: Burglary from non-connected domestic garage or outhouse – nothing taken
Domestic burglary in a non-connected building to a dwelling attempts
50: Attempted burglary to non-connected domestic garage or outhouse
Other household theft
55: Theft in a dwelling
56: Theft from a meter
65: Theft from outside dwelling (excluding theft of milk bottles)
Theft from a dwelling
55: Theft in a dwelling
56: Theft from a meter
Theft from outside a dwelling
65: Theft from outside dwelling (excluding theft of milk bottles)
Vehicle-related thefts
60: Theft of car or van
61: Theft from car or van
62: Theft of motorbike, motorscooter or moped
63: Theft from motorbike, motorscooter or moped
71: Attempted theft of, or from, car or van
72: Attempted theft of, or from, motorcycle, motorscooter or moped
Theft from vehicles
61: Theft from car or van
63: Theft from motorbike, motorscooter or moped
Theft of vehicles
60: Theft of car or van
62: Theft of motorbike, motorscooter or moped
Attempted theft of and from vehicles
71: Attempted theft of, or from, car or van
72: Attempted theft of, or from, motorcycle, motorscooter or moped
Bicycle theft
64: Theft of pedal cycle
Criminal damage
80: Arson
81: Criminal damage to a motor vehicle (£20 or under)
82: Criminal damage to a motor vehicle (over £20)
83: Criminal damage to the home (£20 or under)
84: Criminal damage to the home (over £20)
85: Other criminal damage (£20 or under)
86: Other criminal damage (over £20)
Criminal damage to a vehicle
81: Criminal damage to a motor vehicle (£20 or under)
82: Criminal damage to a motor vehicle (over £20)
Arson and other criminal damage
80: Arson
83: Criminal damage to the home (£20 or under)
84: Criminal damage to the home (over £20)
85: Other criminal damage (£20 or under)
86: Other criminal damage (over £20)
Personal crimes
All personal (not including rape and indecent assault [note 1])
11: Serious wounding
12: Other wounding
13: Common assault
21: Attempted assault
32: Serious wounding with sexual motive
33: Other wounding with sexual motive
41: Robbery
42: Attempted robbery
43: Snatch theft from the person
44: Other theft from the person
45: Attempted theft from the person
67: Other personal theft
73: Other attempted theft
All violence
11: Serious wounding
12: Other wounding
13: Common assault
21: Attempted assault
32: Serious wounding with sexual motive
33: Other wounding with sexual motive
Other violence categories exist beyond this list but largely depend on details of the offence, such as the level of injury (for example, violence with injury) and victim-offender relationship (for example, domestic violence) that are not reflected in different offence codes. Section 5: Offence types contains more information on different crime categories as a result of these offence characteristics.
Common assault
13: Common assault
21: Attempted assault
Wounding
11: Serious wounding
12: Other wounding
32: Serious wounding with sexual motive
33: Other wounding with sexual motive
Robbery
41: Robbery
42: Attempted robbery
Acquisitive crime against the individual
41: Robbery
42: Attempted robbery
43: Snatch theft from the person
44: Other theft from the person
45: Attempted theft from the person
67: Other personal theft
73: Other attempted theft
Theft from the person
43: Snatch theft from the person
44: Other theft from the person
45: Attempted theft from the person
Snatch theft from person
43: Snatch theft from the person
Stealth theft from person
44: Other theft from the person
Attempted snatch or stealth theft from person
45: Attempted theft from the person
Other theft of personal property
67: Other personal theft
73: Other attempted theft
All theft
43: Snatch theft from the person
44: Other theft from the person
45: Attempted theft from the person
50: Attempted burglary to non-connected domestic garage or outhouse
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
53: Attempted burglary in a dwelling
55: Theft in a dwelling
56: Theft from a meter
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
60: Theft of car or van
61: Theft from car or van
62: Theft of motorbike, motorscooter or moped
63: Theft from motorbike, motorscooter or moped
64: Theft of pedal cycle
65: Theft from outside dwelling (excluding theft of milk bottles)
67: Other personal theft
71: Attempted theft of, or from, car or van
72: Attempted theft of, or from, motorcycle, motorscooter or moped
73: Other attempted theft
Neighbourhood crime
41: Robbery
43: Snatch theft from the person
44: Other theft from the person
45: Attempted theft from the person
50: Attempted burglary to non-connected domestic garage or outhouse
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
53: Attempted burglary in a dwelling
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
60: Theft of car or van
61: Theft from car or van
62: Theft of motorbike, motorscooter or moped
63: Theft from motorbike, motorscooter or moped
71: Attempted theft of, or from, car or van
72: Attempted theft of, or from, motorcycle, motorscooter or moped
Headline CSEW crime (not including rape, indecent assault1)
11: Serious wounding
12: Other wounding
13: Common assault
21: Attempted assault
32: Serious wounding with sexual motive
33: Other wounding with sexual motive
41: Robbery
42: Attempted robbery
43: Snatch theft from the person
44: Other theft from the person
45: Attempted theft from the person
50: Attempted burglary to non-connected domestic garage or outhouse
51: Burglary in a dwelling (nothing taken)
52: Burglary in a dwelling (something taken)
53: Attempted burglary in a dwelling
55: Theft in a dwelling
56: Theft from a meter
57: Burglary from non-connected domestic garage or outhouse – nothing taken
58: Burglary from non-connected domestic garage or outhouse – something taken
60: Theft of car or van
61: Theft from car or van
62: Theft of motorbike, motorscooter or moped
63: Theft from motorbike, motorscooter or moped
64: Theft of pedal cycle
65: Theft from outside dwelling (excluding theft of milk bottles)
67: Other personal theft
71: Attempted theft of, or from, car or van
72: Attempted theft of, or from, motorcycle, motorscooter or moped
73: Other attempted theft
80: Arson
81: Criminal damage to a motor vehicle (£20 or under)
82: Criminal damage to a motor vehicle (over £20)
83: Criminal damage to the home (£20 or under)
84: Criminal damage to the home (over £20)
85: Other criminal damage (£20 or under)
86: Other criminal damage (over £20)
200: Bank and credit account fraud – with loss
201: Bank and credit account fraud – with full loss reimbursed
202: Bank and credit account fraud – no loss
203: Advance fee fraud – with loss
204: Advance fee fraud – with full loss reimbursed
205: Advance fee fraud – no loss
206: Non-investment fraud – with loss
207: Non-investment fraud – with full loss reimbursed
208: Non-investment fraud – no loss
210: Other fraud – with loss
211: Other fraud – with full loss reimbursed
212: Other fraud – no loss
320: Hacking and unauthorised access to personal information
321: Computer virus – with loss
322: Computer virus – with full loss reimbursed
323: Computer virus – no loss
324: Other computer misuse
Notes for: Appendix 2: Crime Survey for England and Wales offences
- Due to the small numbers of rape, attempted rape and indecent assault offences identified by face-to-face CSEW interviews, results from the main CSEW are too unreliable to report; these data are not included within the overall count (except for the categories of “serious wounding with sexual motive” and “other wounding with sexual motive”, which are included in the offence category of “wounding”).
13. Appendix 3: Published sources of police recorded crime statistics covering England and Wales
Our official statistics
Comprehensive quarterly statistical bulletins on crime. Including:
detailed commentary
long-term trend data
other sources of crime statistics
What data is included
Data supplied by police forces to the Home Office (HO). Aggregate data returns are subject to comprehensive checks, including reconciling figures against forces' own systems. Includes data from the British Transport Police (BTP).
Geographic breakdowns
Police force and community safety partnership
Home Office open data tables
The HO provides their Police recorded crime and outcomes open data tables, containing police recorded crime figures broken down by offence type, geography, and time period. Intended to enable further analysis of data. Released quarterly.
What data is included
Data supplied by police forces to the HO. Aggregate data returns are subject to comprehensive checks, including reconciling figures against forces' own systems. Includes data from the BTP.
Geographic breakdowns
Police force and community safety partnership
"Compare your area" data
Police.uk provides charts of police recorded crime at the local area level to enable comparisons between areas. Released quarterly.
What data is included
Our Official Statistics (as above). Excludes data from BTP.
Geographic breakdowns
Community safety partnership.
Local crime maps
Police.uk provides counts of police recorded crime at street level in the form of local crime maps. They are intended to provide an indication of recent levels of crime at the neighbourhood level. Released monthly.
What data is included
Police forces submit recorded crime data that is not subject to the same rigorous level of quality assurance process as the official statistics that we publish.
Geographic breakdowns
Street level (minimum of eight addresses).
Back to table of contents14. Appendix 4: Fraud offences recorded by the National Fraud Intelligence Bureau
- Advance fee fraud – when a payment is made to fraudsters who claim to be in a position of authority, such as a foreign government official, to transfer money or for a promise of employment, wealth or gifts.
- All charity fraud – this occurs when fraudsters organise the fraudulent collection of money using names of genuine charities or fictional ones, or make fraudulent applications for grants from charities or lottery fund organisations.
- Application fraud (excluding mortgages) – when fraudsters open an account (for example, in respect of hire purchase or loans) utilising fake or stolen documents in someone else's name.
- Banking and credit industry fraud – when fraud is committed against a bank or financial institution, using a false identity, deceitful credit application, credit or debit cards, cloned cards, cheque books or, online accounts.
- Bankruptcy and insolvency – fraud relating to bankruptcy and insolvency can involve companies fraudulently trading immediately before being declared insolvent, or phoenix fraud where a second company starts up overnight with the same directors.
- Business trading fraud – when businesses knowingly carry on trading with the intention of defrauding creditors or for any other fraudulent purposes.
- Cheque, plastic card and online bank accounts (not PSP) – where criminals steal or fake an individual’s bank cards or cheque book, or they obtain their card or account details, allowing them to take money from the victim’s account or run up credit in the victim’s name. This does not include payment service providers (PSP), for example, PayPal and World Pay, which are not banks but deal in electronic money transfers.
- Computer misuse crime – when fraudsters hack or use computer viruses or malware to disrupt services, obtain information illegally or extort individuals or organisations.
- Computer software service fraud – involves the victim being contacted and told that there is a problem with their computer and for a fee this can be fixed. No fix actually occurs.
- Computer viruses or malware – a computer virus is a computer program that can replicate itself and spread from one computer to another by using executable code; malware is short for malicious software and consists of programming (code, scripts, or other software) designed to disrupt or deny the operation of a computer (it includes Trojan horses and ransomware - a Trojan is often disguised as legitimate software and misleads users of its true intent; while ransomware restricts access to a computer and demands that the user pay a ransom to remove it)
- Consumer and retail fraud – when goods or services are made using fraudulent means, when goods or services were paid for, but failed to materialise, were misrepresented at point of sale, or are faulty or stolen. Other forms of non-investment fraud include refund fraud and fraudulent contacts, which make victims respond via premium rate calls and SMS messages.
- Consumer phone fraud – such frauds often involve victims being tricked into paying premium rate charges, for example, through replying to missed calls and text messages, ring tone scams, and SMS competition and Trivia scams.
- Corporate fraud – general frauds that target any business and sector specific frauds, including corporate employee fraud (where employees or ex-employees obtain property, or greater remuneration through fraud) and corporate procurement fraud (where excess goods are ordered and then sold on by the offender, or goods of an inferior quality are delivered to those paid for with the offenders pocketing the difference).
- Counterfeit cashiers’ cheques and bankers drafts – when fraudulent cheques or Bankers Drafts are presented as payment for goods or services ordered over the internet in excess of the actual value. The seller reimburses the purchaser with the excess prior to the cheque or draft being discovered as fraudulent.
- Dating scam – where the intended victim is befriended on the internet and eventually convinced to assist their new love financially by sending them money for a variety of emotive reasons.
- Department of Work and Pensions (DWP) fraud – when benefits given out by the Department for Work and Pensions are claimed or sought, fraudulently.
- Denial of service attack – an attempt to make an online service unavailable to its intended users by overwhelming it with a large volume of traffic from multiple sources. This includes an unwarranted demand with menaces (Blackmail) attached to the denial of service attack, or the threat of a denial of service.
- Dishonestly retaining a wrongful credit – a person is guilty of an offence if (a) a wrongful credit has been made to an account kept by them or in respect of which they have any right or interest; (b) they know or believe that the credit is wrongful; and (c) they dishonestly fail to take such steps as are reasonable in the circumstances to secure that the credit is cancelled.
- Door-to-door sales and bogus tradespeople – where fraudsters attempt to scam individuals after knocking at their door; this usually involves promoting goods or services that are either never delivered or are of a very poor quality.
- DVLA Driving Licence Application Fraud – where fraudsters obtain or try to obtain a United Kingdom driving licence by false representation to the Driver and Vehicle Licensing Agency (DVLA).
- False accounting fraud – company assets are overstated or liabilities understated to make a business seem financially stronger than it really is.
- Financial Investments fraud – this fraud consists of a range of investment opportunities to convince victims to part with their savings. The word “investment” is widely used in connection with a wide range of schemes offering income, interest or profit in return for a financial investment.
- Fraud by abuse of position – when someone abuses their position of authority or trust against another person, for personal or financial gain, or to cause loss to another.
- Fraud by failing to disclose information – when there is a failure to disclose information by an individual to another person when they have a legal duty to do so.
- Fraud recovery – where fraud victims are targeted to gain personal details and additional money, by means of posing as recovery agents.
- Fraudulent applications for grants from government organisations – this is where government funded organisations have provided grants based on false representations or where they have received grant applications that contain false representations.
- Hacking – this is the unauthorised modification of the contents of any computer, and involves the deliberate targeting of a specific computer by the offender, including computer servers, personal computers (including laptops, games consoles and smart phones), social media and email accounts and telephone systems. Also includes unwarranted demand with menaces (Blackmail) attached to any computer hacking or threat of computer hacking.
- His Majesty’s Revenue and Customs (HMRC) fraud – when fraud is committed against HMRC.
- Inheritance fraud – victims are told that there is cash from inheritances that have been located in their name, and that an estate report that includes information on where the inheritances are located and how they can be claimed can be provided to them in return for a small fee.
- Insurance broker and insurance related fraud – this occurs when victims obtain insurance cover from fraudsters pretending to be brokers or, when a false claim or application for a policy is made to an insurance company.
- Lender loan fraud – where the victim is contacted and told that they can have a loan for a fee. The fee is paid and no loan is forthcoming.
- Lottery scams – when a victim is informed they have won a non-existent lottery and required to send an advance to release their winnings.
- Mandate fraud – where fraudsters obtain details of direct debits, standing orders or account transfer details and amend them to transfer monies to other accounts.
- Mortgage related fraud – where an individual generally involves one or more associates to fraudulently obtain one or more mortgages for profit or to assist in money laundering.
- Online shopping and auctions – involves fraud attributable to the misrepresentation of a product advertised for sale through an internet auction site or the non-delivery of products purchased through an internet auction site.
- Other advance fee fraud - includes frauds that cannot be classified under any of the other advance fee payment types such as career opportunity scams, clairvoyant or psychic scams, impersonation of officials, racing tipster scams, work from home and business opportunity scams and vehicle matching scams.
- Other consumer and retail fraud – includes frauds involving the misrepresentation of a product advertised for sale or the non-delivery or non-existence of products purchased that do not fit under other types of consumer and retail fraud.
- Other financial investment – includes other investment scams where individuals are offered a return that is more attractive than a conventional investment, and where the return on the outlay is exaggerated or unrealistic, for example, investment seminars.
- Other fraud (not covered elsewhere) – frauds by false representation or obtaining services dishonestly that are not covered elsewhere in other crime types.
- Other regulatory fraud – this crime type is used to record fraud from regulators that is not covered elsewhere. Examples would include fraud against the Land Registry, insider dealing at the stock exchange, or the Gambling Commission.
- Passport application fraud – passport fraud occurs where fraudsters obtain or try to obtain a United Kingdom passport by false representation.
- Pension fraud – pension fraud by pensioners, pension fraud committed on pensioners, and fraudulent pension liberation schemes.
- Prime bank guarantees – involves a bogus investment scheme promising high yields in a short space of time by buying bank guarantees from “prime” banks.
- Pyramid or Ponzi schemes – Pyramid schemes are where individuals are promised rewards for enrolling others into a business that offers a non-existent or worthless product. Ponzi schemes are investment scams that pay returns to investors from their own money, or from money paid in by subsequent investors.
- Rental fraud – where prospective tenants are tricked into paying advanced fees or rent for the rental of premises which, either don’t exist, are not for rent, are already rented, or are rented to a multitude of victims at the same time.
- Retail fraud – fraud committed against retailers that does not involve online sales or cheque, or plastic card sales, for example, refund fraud, label fraud, or obtaining goods or services with no intent to pay; it does not include fraudulent transactions as these are captured in "Cheque, plastic card and online bank accounts" (not PSP)
- Share/bond sales or boiler room fraud – where victims are cold-called by fake stockbrokers and encouraged or persuaded to buy shares or bonds in worthless, non-existent or near-bankrupt companies.
- Telecom industry fraud (misuse of contracts) – when contracts are obtained by false representation from service providers, either by using false details or stolen documents or credit cards, or with no intention of paying the contract. Includes mobile phones and internet services.
- Ticket fraud – involves the victim purchasing tickets in advance remotely (for example, over the phone or internet), which are never supplied or turn out not to be valid or worthless.
- Time shares and holiday club fraud – timeshare fraud involves an investment scam that claims you can easily become a property millionaire from buying a timeshare. Holiday club fraud is when you are told you’ve won a “free” holiday or are pressured into signing a contract for a bogus holiday club.
15. Appendix 5: Extracts from Crime Recording: A matter of fact (His Majesty’s Inspectorate of Constabulary and Fire & Rescue Services, 2014)
How do forces receive reports of crime?
Police forces receive reports of crime from the public through a number of routes. The two main ones are by telephone:
directly to a force control room, where an incident record is created and, when it is considered appropriate – sometimes some time later – a crime record is made
directly from a victim of a crime to a call-handler where a crime record is made immediately and the victim receives a crime reference number.
Most other crime is reported to the police through a specialist department, such as through referrals from other statutory bodies and charities or to officers on the street or at the front counters of police stations.
When is an “incident” a crime?
The first principle the police must follow is that all reports of incidents, whether from victims, witnesses or third parties and whether crime-related or not, must result in the registration of an incident report by the police. It is important to note that an incident report can take any form as long as it is auditable and accessible. For example, a report made directly to an officer on the street may be recorded in his pocket book.
From the moment a victim of crime calls the police, the requirement to record a crime is based on the victim’s statement to the police. The allegations about a crime are recorded on the basis of the victim’s own account. The correct approach by staff receiving reports of crime is to ask some initial questions to establish the facts, but they do not conduct an investigation.
To determine whether an incident is a crime, the Home Office Counting Rules (HOCR) state that:
“An incident will be recorded as a crime (notifiable to the Home Secretary) for offences against an identified victim if, on the balance of probability:
The circumstances as reported amount to a crime defined by law (the police will determine this, based on their knowledge of the law and counting rules), and There is no credible evidence to the contrary.”
This is followed by rule 2:
“For offences against the state the points to prove to evidence the offence must clearly be made out, before a crime is recorded.”
So there are two primary types of crime: the first aimed at identified victims; the second against the state, for example the possession of drugs, carrying a weapon, and public order offences that have no victim.
Because these rules place an obligation on the police to accept what the victim says unless there is “credible evidence to the contrary”, a crime should still be recorded where:
the victim declines to provide personal details;
the victim does not want to take the matter further; and
the allegation cannot be proved.
The balance of probability test is detailed in the National Crime Recording Standard (NCRS). It provides that:
“In most cases, a belief by the victim (or person reasonably assumed to be acting on behalf of the victim) that a crime has occurred is sufficient to justify its recording as a crime, although this will not be the case in all circumstances. Effectively, a more victim-orientated approach is advocated.”
“An allegation should be considered as made, at the first point of contact, i.e. the stage at which the victim or a person reasonably assumed to be acting on behalf of the victim first makes contact with the police, be that by phone, etc. or in person. If an alleged or possible victim cannot be contacted or later refuses to provide further detail, the Crime Recording Decision Making Process (CRDMP) should be based on all available first contact information.”
The HOCR describe when a crime need not be recorded; if a victim does not confirm a crime, then it is not recorded. For instance, if someone other than the victim reports an apparent street robbery, but police cannot find the victim, then a crime is not recorded, but the incident must be recorded.
Also, the HOCR do not require a force to record a crime if it happens in another force area or in another country but is reported in England or Wales.
When is an incident not a crime?
Many incidents reported to the police turn out not to be crimes. For example, someone reports a man on a ladder breaking the first floor window of a house and climbing in. A police patrol immediately goes to the house and finds the man who is inside is the owner and had forgotten his key. When there is such an incident, or when the police have clear evidence to believe that a crime has not been committed, this is not a crime and not recorded as such.
It should be emphasised that the HOCR do not expect police to record reports of crimes made by a third person (unless that person is reasonably assumed to be acting on behalf of the victim) if the victim cannot be found to verify that a crime has occurred. So, if someone witnesses an assault in the street and reports it to the police, but the victim of the assault is unknown to the witness and cannot be traced, the police are not required to record the incident as a crime. The incident itself must be recorded but, under this rule, the police are actively prevented from recording all the crimes that come to their attention.
Back to table of contents16. Appendix 6: Summary of rolling programme of crime data integrity inspections (His Majesty’s Inspectorate of Constabulary and Fire & Rescue Services)
Police force | Date of last inspection | Latest overall rating | % of audited crime reports recorded accurately | Previous rating |
---|---|---|---|---|
Avon and Somerset | 2016 | Requires improvement | 89.6 | N/A |
Bedfordshire | 2018 | Requires improvement | 90.4 | N/A |
Cambridgeshire | 2017 | Requires improvement | 87.8 | N/A |
Cheshire | 2018 | Outstanding | 96.4 | Inadequate |
City of London | 2019 | Good | 93.8 | N/A |
Cleveland | 2020 | Not available [note 2] | 89.9 | Inadequate |
Cumbria | 2019 | Outstanding | 93.4 | N/A |
Derbyshire | 2019 | Not available [note 2] | 90.9 | Inadequate |
Devon and Cornwall | 2018 | Good | Not available [note 2] | Inadequate |
Dorset | 2020 | Good | 93.3 | N/A |
Durham | 2017 | Good | 91.5 | N/A |
Dyfed-Powys | 2018 | Requires improvement | 87.8 | N/A |
Essex | 2019 | Outstanding | 95.8 | N/A |
Gloucestershire | 2019 | Inadequate | 81.6 | N/A |
Greater Manchester | 2020 | Not available [note 2] | 77.7 | Requires improvement |
Gwent | 2018 | Requires improvement | 90.5 | N/A |
Hampshire | 2018 | Requires improvement | 91.3 | N/A |
Hertfordshire | 2017 | Requires improvement | 87.2 | N/A |
Humberside | 2018 | Requires improvement | 85.7 | N/A |
Kent | 2018 | Outstanding | 96.6 | Inadequate |
Lancashire | 2019 | Good | 93.3 | Inadequate |
Leicestershire | 2018 | Inadequate | 84.1 | Inadequate |
Lincolnshire | 2019 | Good | 90.3 | Inadequate |
Merseyside | 2018 | Good | 90.1 | Inadequate |
Metropolitan Police | 2018 | Good | 89.5 | N/A |
Norfolk | 2019 | Requires improvement | 87.5 | N/A |
North Wales | 2017 | Requires improvement | 88.3 | N/A |
North Yorkshire | 2019 | Good | 92.8 | Inadequate |
Northamptonshire | 2020 | Good | 92.0 | N/A |
Northumbria | 2016 | Requires improvement | 92.7 | N/A |
Nottinghamshire | 2018 | Requires improvement | 87.3 | N/A |
South Wales | 2017 | Good | 90.2 | N/A |
South Yorkshire | 2018 | Requires improvement | 89.5 | N/A |
Staffordshire | 2016 | Good | 91.0 | N/A |
Suffolk | 2019 | Requires improvement | 91.0 | N/A |
Surrey | 2018 | Good | 93.0 | N/A |
Sussex | 2016 | Good | 94.6 | N/A |
Thames Valley | 2019 | Inadequate | 87.9 | Inadequate |
Warwickshire | 2019 | Good | 93.1 | N/A |
West Mercia | 2019 | Good | 90.7 | N/A |
West Midlands | 2018 | Inadequate | Not available [note 2] | Inadequate |
West Yorkshire | 2018 | Outstanding | 94.6 | N/A |
Wiltshire | 2017 | Good | 90.9 | N/A |
Download this table Appendix 6: Summary of rolling programme of crime data integrity inspections
.xls .csvNotes:
All reports can be found on the crime data integrity inspections page on the HMICFRS website.
No overall crime recording rate available