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Published: 22 May 2026

Benchmarking Progress Update - 12 March 2024

Report Summary

This report provides members of the Policing Performance Committee with an overview of the final update of the Benchmarking Short Life Working Group, detailing the key achievements of the group and outlining how benchmarking and comparative analysis is now embedded in the Police Scotland performance, underpinning ongoing continuous improvement activity.

To access the full document please open the PDF document above.

To view as accessible content please use the sections below. (Note that tables and some appendices are not available as accessible content).

Meeting

The publication discussed was referenced in the meeting below

Policing Performance Committee - 12 March 2024

Date : 12 March 2024

Location : online


Most Similar Groups

The assignment of most similar groups (MSGs) to be used for comparative analysis of performance is critical to the success of the benchmarking approach because it:

Ensures efficiency of the benchmarking process.

Avoids unintended negative behaviours around comparators with other police forces in the UK and beyond.

Allows for suitable benchmarking between similar forces in terms of demographic, economic and social characteristics.

The SLWG used the variables recommended by HMICFRS as a template to compile MSGs from forces across the UK. These were gauged against the availability of corresponding data in UK and Scottish Censuses 2011:

Percentage of ACORN 5 households - "Hard Pressed" neighbourhoods.

Percentage of terraced households.

Output Area (OA) population density.

Percentage of single parent households.

Long-term unemployed per worker.

A number of other variables were also considered:

Number of police officers/staff.

Annual budget.

Force area.

Population size.

999/101 call demand.

Through this approach, the SLWG have agreed the following police forces as the most useful comparators for Police Scotland:

Dyfed Powys Police

Greater Manchester Police

Norfolk Police

Thames Valley Police

West Yorkshire Police

Police Service of Northern Ireland

This grouping will be revisited every 3 years, or before if any restructure of forces or responsibilities/functions takes place.


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