Crime statistics

Introduction

This quality statement provides information about the quality of the crime statistics presented, using the dimensions of the Australian Bureau of Statistics (ABS) Data Quality Framework (relevance, timeliness, accuracy, coherence, interpretability, and accessibility).

Relevance

Data is released for selected offence types for Western Australia (WA) and the regions, districts and suburbs contained therein.

Timeliness

Data is compiled based on the date an offence is reported, or becomes known to police.

Statistics are released quarterly on the website at the end of the month that follows the quarter. For example, data for the January to March quarter is released in the last week of April.

Accuracy

In 2016, the Western Australia Police Force commissioned an independent review of its statistical processes, carried out by the ABS. The review focused on production of selected criminal offence data.

Based on the ABS recommendations, the WA Police Force implemented changes to its internal statistical processes between May and November 2017. Due to these changes, comparison should be made with caution where it is either of data from before and after the period of recording and reporting changes, or involves data from a period overlapping May-November 2017.

Offence data is extracted from the WA Police Force Incident Management System (IMS). Counting rules are applied by the WA Police Force to align reported statistics, where practicable, with the National Crime Recording Standard 2008 and have been endorsed by the ABS.

Due to ongoing police investigations, offence counts are subject to revision; this may result in changes to reported crime data between quarters.

Location data is recorded for all offences. However, if the location is unable to be matched with the WA Police Force’s geographical mapping tables, the offence will appear in WA state level data, but not at lower geographical levels (i.e. region, district, or locality).

Coherence

The offence classification used for the publishing of WA Police Force crime statistics is based on a combination of the Australian and New Zealand Standard Offence Classification (ANZSOC) 2011, WA Legislation, and operational reporting requirements. 

Category names may be the same as referred to in WA legislation; however, for the WA Police Force crime statistics reporting purposes, categories may use broader or different definitions to capture similar offence types. Please refer to the glossary (below) for more information.

Interpretability

Explanatory material (see below on this page) has been provided on the WA Police Force website to assist users with understanding and interpreting crime statistics. Notes are also included in the downloadable reports and data spreadsheets.

Offence counts do not represent victim or offender counts. One offence can have multiple victims and offenders, or the same person could be a victim or offender in multiple offences. 

For example, the stealing of a credit card and using it to purchase items over a period of time may lead to multiple offences of Fraud being recorded (and counted), but only one victim and one offender would be associated with all of these offences.

Accessibility

Crime statistics are accessible through four sources on the WA Police Force website:

1. The Power BI report provides 10 years of data on a time series trend which can be filtered by offence type or location and used to compare suburbs.
2. The PDF report ‘year to date annual crime statistics’ is available from the download reports and data tab and provides a snapshot of offences and their rate per 100,000 people for various locations, including the WA Police Force Districts.
3. The excel spreadsheet ‘crime time series data’ is also available from the download reports and data tab and provides 10 years of offence data for various locations, including the WA Police Force Districts.
4. Archived crime statistics reports are also available from the download reports and data tab but these reports are based on the reporting model prior to 2017 and are not comparable to current data.

The crime statistics published on the Western Australia Police Force website are expressed as counts of criminal offences. These notes summarise the processes and methodology underpinning the production of crime statistics for Western Australia.

Many factors (social, economic, proactive policing strategies, inter-agency strategies, etc.) influence the prevalence of crime and police are only aware of offences which are reported to them or otherwise become known to them.

Proactive policing strategies undertaken to encourage the reporting of certain offences, such as family violence and sexual assault, as well as the proactive targeting of specific offences, may increase the number of offences reported or detected within a given period. 

However, a decrease in the number of reports for a targeted offence may occur in subsequent periods if the targeting has been successful or a different offence becomes a replacement target for proactive effort. The number of offences reported is not within the direct control of WA Police Force.

Due to the ongoing nature of many investigations, offence counts are subject to revision as such investigations are finalised.

Between May and November 2017, changes to recording and reporting practices were implemented across the WA Police Force, which affect the published data. Due to these changes, comparison should be made with caution where it is either of data from before and after the period of recording and reporting changes, or involves data from a period overlapping May-November 2017.

These notes first detail the current offence recording and reporting practices, before detailing the changes made to these practices since May 2017.

Recording of offences

When an incident is reported to police, or becomes known to police, an incident report is generated in the WA Police Force’s Incident Management System (IMS), which includes the details of any offences committed at the incident. An incident report may record multiple offences, victims and offenders, and there is no direct correlation between the numbers of offences, victims and offenders.

After incident report generation, all offences are accorded an Offence Outcome Status denoting the status of the offence:

• Under investigation
• No criminal offence
• Entered in error
• Offence substituted
• Unable to proceed/charge
• Complaint withdrawn
• False report
• Insufficient evidence
• Offender processed
• Uncleared.

Offences reported by WA Police Force exclude all offences with the current offence outcome status of 'no criminal offence', 'offence substituted', 'false report', or ‘entered in error’, or the previous offence outcome statuses 'false report', or ‘mistakenly reported’.

In its recording practices, the WA Police Force follows, where practicable, the National Crime Recording Standard (NCRS) 2008. NCRS is an internal standard of the Australian Bureau of Statistics (ABS) endorsed by the Police Commissioners of each State and Territory of Australia. 

The WA Police Force has consulted with the ABS with regards to cases where WA Police Force practice differs from NCRS. It should be noted that WA Police Force counts criminal offences, whereas NCRS relates to counts of crime victims.

Circumstances of aggravation

Offences may be subject to circumstances of aggravation, which are factors present during an offence that escalate its severity. For example, if during a robbery offence the offender threatens to kill any person, it is considered ‘aggravated robbery’. 

Due to recording limitations, offences committed under circumstances of aggravation are included but not distinguished in published data.

Reporting of offences

All published offence statistics are derived from IMS. These statistics are produced quarterly and published in the last week of the month following the quarter end.

The offence classification used for the publishing of WA Police Force crime statistics is based on a combination of the Australian and New Zealand Standard Offence Classification (ANZSOC) 2011, WA Legislation, and operational reporting requirements. 

ANZSOC was developed by the ABS on behalf of the police agencies of the States and Territories of Australia and New Zealand. The main objective of this standard is to enable comparable reporting of crime statistics across jurisdictions.

Offence category names may be the same as referred to in WA legislation. However, broader or different definitions may be used, for WA Police Force crime statistics reporting purposes, to capture similar offence types. Please refer to the Glossary for more information.

Currently published data includes selected offences reported to or becoming known to police, and resulting in the submission of an incident report in IMS. Data excludes a number of other offences against the statue laws of this State and the Commonwealth.

The number of offences reported by WA Police Force may include offences committed during earlier periods.

The selected offences are presented in Table 1 below:

Table 1

Facilitation offences and duplicated offences

In July 2017, practice changes were introduced in response to recommendations made by the ABS, to reduce over-reporting for certain offence types. Key areas where over-reporting was identified was in relation to facilitation offences and duplication of offences.

An example of a facilitation offence is damage caused by an offender in gaining entry to a premises in order to commit a burglary. In such circumstances, only the burglary is reported in WA Police Force’s statistics. However, if damage occurs during the burglary beyond that necessary to facilitate the primary offence of burglary, a separate damage offence would be reported. This is represented in Diagram 1 below:

An example of a duplicated offence is where multiple instances of ‘Assault’ are recorded for a single victim at a single incident. In such cases WA Police Force’s statistics will report a single ‘Assault’ offence. In the event multiple offenders are involved, they are individually recorded as taking part in the same offence.

Offence rate per 100,000

The rate of offences per 100,000 people in Western Australia is presented in the ‘year to date annual crime statistics’ report. This report provides the rate of offences per 100,000 people for the state, the metropolitan region, the regional WA region, and the police districts.

The use of a rate per 100,000 people is an internationally recognised standard for measuring the prevalence of crime and crime trends between different geographical areas, as it weights the number of offences in accordance with variations in population.

Rates are calculated using the annual estimated resident population (ERP) published by the Australian Bureau of Statistics (ABS).

The offence rate per 100,000 people is calculated using the following formula:

Offence rate per 100,000 = (Offence count ÷ ERP) × 100,000

The ERP used corresponds to the geographical area of the offence count.

Sanction rate

The sanction rate for offences is presented in the ‘year to date annual crime statistics’ report, by state total, the metropolitan region, the regional WA region, and the police districts.

Sanction rate is an indicator of the effectiveness of the WA Police Force in achieving select offence investigation outcomes such as the processing of an offender.

From July 2017 onwards, sanctioned offences are those offences with an offence outcome status of ‘offender processed’, ‘complaint withdrawn’, or ‘unable to proceed/charge’.

The sanction rate is calculated using the following formula:

Sanction rate = (number of offences with a sanction outcome added in the time period ÷ Number of recorded offences for the same time period) × 100

Prior to July 2017, sanctioned offences were those offences with an offence outcome status of ‘offender processed’, ‘withdrawn’, ‘statute barred’ or ‘civil/other’.

The sanction rate for offences recorded prior to July 2017 is calculated using the following formula (see below for a definition of ‘verified offences’):

Sanction rate = (number of offences with a sanction outcome ÷ Number of verified offences for the same time period) × 100

The sanction rate may exceed 100% if the number of offences with a sanction outcome added in a time period is greater than the number of new offences recorded in the same time period. Offences sanctioned within a given period may not have been reported in that period.

Changes instituted in 2017

Changes to recording and reporting practices implemented between May and November 2017 affect the published data. Recording practice changes apply to data from the point in time when the new practice was introduced.

Reporting practice changes apply to data retrospectively. Due to these changes, comparison should be made with caution where it is either of data from before and after the period of recording and reporting changes, or involves data from a period overlapping May-November 2017.

Counting rule changes

In line with ABS recommendations, counting rule changes were introduced in July 2017 to ensure that facilitation offences, and duplicated offences (described above) have been excluded from offence counts for applicable offence types. These changes were applied retrospectively.

Offence type changes

During June and July 2017, several changes to offence reporting categories were made:

• Addition of new reporting categories:
  • Stealing from motor vehicle (contents or parts)
  • Stealing from retail premises (shoplift)
  • Stealing from dwelling
  • Stealing from other premises
  • Fraud (credit card).
• The offence type ‘stealing (not elsewhere classified)’ is no longer used for reporting. Such offences are now reported against one of the above new offence types.
• The offence type ‘fraud (not elsewhere classified)’ no-longer includes credit card fraud. There is therefore a series break for this offence type at June 2017. Credit card fraud is now reported against ‘fraud (credit card)’
• The offence type ‘Breach of Family Violence Restraint Order’ was introduced through legislative change in July 2017. Counts of offences under this offence type include offences of the same name, as well as 'Breach of Violence Restraint Order' offences where a family relationship is determined to exist.
• The adoption of the Australian and New Zealand Standard Offence Classification (ANZSOC), 2011. Prior to July 2017 the WA Police Force followed the former Australian Standard Offence Classification (ASOC), 1997. Changes between ASOC 1997 and ANZSOC 2011 are documented in the explanatory notes of the ANZSOC (2011) publication on the ABS website.

Offence outcome status changes

In July 2017, the offence outcome statuses applied to offences were contemporised. This has involved retaining some of the existing offence outcome statuses, amendment of some existing statuses, creation of new statuses, and retirement of obsolete statuses. 

The updated list of available statuses provides a greater ability for comparison across Australian law enforcement jurisdictions.

Table 2 below lists each offence outcome status and its inclusion in crime statistic offence counts.

Table 2

Offences reported by WA Police Force exclude all offences with the current offence outcome status of 'no criminal offence', 'offence substituted', 'false report', or ‘entered in error’, or the previous offence outcome statuses 'false report', or ‘mistakenly reported’.

Administrative system changes

The WA Police Force’s IMS has been modified for compliance with recording and reporting practices introduced between May and November 2017.

Related publications

The WA Police Force contributes to the ABS suite of crime statistics, which encompasses data from each of the states and territories of Australia.

The ABS publications that the WA Police Force contributes to are:

• Recorded Crime - Victims, Australia - 4510.0
• Recorded Crime - Offenders - 4519.0

Care should be taken when comparing crime statistics on the WA Police Force website with ABS data due to differing methodologies, categories, and counting rules used for counting victims, offenders, and offences.

Data reporting improvements

Our new reporting tool now incorporates two offence types that were previously only available in the downloadable PDF ‘crime time series’ documents: Receiving and Possession of Stolen Property and Regulated Weapons Offences.

You may notice minor updates to previously reported statistics in the new reporting tool.