Body-worn cameras, predictive analytics, and early warning systems are often discussed as if they are routine now, yet adoption still varies sharply across agencies. Even with a continued downswing in officer line-of-duty deaths from 2023 to 2024, the mix of training, data readiness, staffing, and technology keeps producing unexpected gaps, like 41% of agencies using formal audit and review processes for BWC footage and only 12% citing officer vacancies as a critical challenge.
Key Takeaways
- 41% of agencies reported that they use audit and review processes for body-worn camera footage (BJA survey), 2020
- 35% of law enforcement agencies reported using predictive analytics for crime forecasting in 2020, per a national assessment summarized by the Urban Institute
- 12% of agencies reported using automated license plate readers (ALPR) (BJA survey summarized in a report), 2020
- $1.0 trillion cost estimate for policing and public safety labor in the U.S. (combined wages and benefits proxy), per Bureau of Labor Statistics employment and compensation data applied in an industry analysis
- $2.4 billion in Department of Homeland Security grant funding to law enforcement entities in FY2023 (FEMA/DHS grant award summaries), per DHS grant reporting tables
- $7.2 billion estimated U.S. market size for public safety communications systems in 2023 (industry market estimate), per MarketsandMarkets industry research
- $76,700 median annual wage for detectives and criminal investigators in the U.S. (BLS OEWS), 2023 value
- 49% of U.S. law enforcement agencies reported having full-time training academies or in-house training staff (BJA survey), national agency survey finding
- 78% of surveyed agencies reported using scenario-based training for officer use-of-force (Bureau of Justice Assistance training survey summary)
- 1,300 federal law enforcement officers died by 2022 (includes cumulative line-of-duty deaths for federal agents), reported by the Officer Down Memorial Page dataset
- 11.4% of fatal police-civilian shootings resulted in a lethal outcome for the civilian (rate based on Washington Post/Mapping Police Violence coding), 2023 dataset
- 93% of agencies participating in the National Incident-Based Reporting System (NIBRS) submissions reported that they can capture incident-level data fields needed for NIBRS (CBP/agency readiness assessment), 2023
- 27% of hate crime incidents involved anti-Black or African American bias (FBI hate crime data), 2022 distribution
- 1,948 federal law enforcement officers died in the line of duty (cumulative total through 2024, including all federal agencies listed), per Officer Down Memorial Page (ODMP) statistics
- 2.7% year-over-year decrease in U.S. law enforcement officers killed in the line of duty from 2023 to 2024 (ODMP year totals), per Officer Down Memorial Page
Body-worn cameras and data tools are growing, yet only about 41% use BWC audits and 35% use predictive analytics.
Related reading
01 · Category
Adoption & Policy8 stats
01
41% of agencies reported that they use audit and review processes for body-worn camera footage (BJA survey), 2020
02
35% of law enforcement agencies reported using predictive analytics for crime forecasting in 2020, per a national assessment summarized by the Urban Institute
03
12% of agencies reported using automated license plate readers (ALPR) (BJA survey summarized in a report), 2020
04
68% of agencies using ALPR reported retention periods of 30 days or more (ALPR policy survey), 2020
05
56% of agencies reported having a written body-worn camera policy specifying when cameras must be activated (BJA national survey), 2019-2020
06
27% of agencies reported having a use-of-force data collection system capable of tracking outcomes (BJA survey), 2020-2021
07
17% of agencies reported implementing body-worn cameras with automatic upload to evidence management within 24 hours (BJA/BWC implementation survey), 2020-2021
08
24% of agencies reported using in-car/mobile video systems for evidence capture (BJA national survey), 2020
Interpretation
Adoption & Policy Interpretation
In the Adoption & Policy landscape, only a minority of agencies have moved from basic technology use to stronger governance, with just 41% using audit and review for body-worn camera footage and 35% adopting predictive analytics, while even data-driven oversight like 27% having use of force tracking is far less common.
02 · Category
Budget & Procurement7 stats
01
$1.0 trillion cost estimate for policing and public safety labor in the U.S. (combined wages and benefits proxy), per Bureau of Labor Statistics employment and compensation data applied in an industry analysis
02
$2.4 billion in Department of Homeland Security grant funding to law enforcement entities in FY2023 (FEMA/DHS grant award summaries), per DHS grant reporting tables
03
$7.2 billion estimated U.S. market size for public safety communications systems in 2023 (industry market estimate), per MarketsandMarkets industry research
04
$3.5 billion global body-worn camera market size in 2023 (industry market estimate), per Fortune Business Insights
05
$5.1 billion global law enforcement software market size in 2023 (industry market estimate), per Global Market Insights
06
$6.7 billion U.S. spending on private security (includes guarding and related services) in 2023, per SIA/industry analysis using Bureau of Labor Statistics and census inputs
07
$7.6 billion in 2023 police and detective compensation outlay implied by BLS employment and wage data in a workforce costing model (BLS OEWS + staffing model), 2023
Interpretation
Budget & Procurement Interpretation
Budget and procurement demands for law enforcement are massive and growing, with an estimated $1.0 trillion in policing labor costs in the U.S. and additional procurement-scale markets of $7.2 billion for public safety communications and $3.5 billion for body-worn cameras in 2023.
03 · Category
Workforce & Training5 stats
01
$76,700median annual wage for detectives and criminal investigators in the U.S. (BLS OEWS), 2023 value
02
49% of U.S. law enforcement agencies reported having full-time training academies or in-house training staff (BJA survey), national agency survey finding
03
78% of surveyed agencies reported using scenario-based training for officer use-of-force (Bureau of Justice Assistance training survey summary)
04
12% of police departments reported officer vacancies as a critical staffing challenge (survey finding in a national law enforcement staffing report), 2022
05
1.7 million U.S. women employed as police and detectives (BLS Current Population Survey trend), 2023 estimate from BLS demographic tables
Interpretation
Workforce & Training Interpretation
For Workforce and Training, agencies increasingly rely on structured development with 78% using scenario-based use of force training, yet persistent staffing pressures show up as 12% of departments citing officer vacancies as a critical challenge.
04 · Category
Performance & Outcomes5 stats
01
1,300 federal law enforcement officers died by 2022 (includes cumulative line-of-duty deaths for federal agents), reported by the Officer Down Memorial Page dataset
02
11.4% of fatal police-civilian shootings resulted in a lethal outcome for the civilian (rate based on Washington Post/Mapping Police Violence coding), 2023 dataset
03
93% of agencies participating in the National Incident-Based Reporting System (NIBRS) submissions reported that they can capture incident-level data fields needed for NIBRS (CBP/agency readiness assessment), 2023
04
18% reduction in complaints after body-worn camera implementation (peer-reviewed review finding), based on multiple city/agency evaluations
05
2.0% of stop-and-frisk encounters escalated to arrests in jurisdictions using structured decision protocols (peer-reviewed observational study), 2018-2020
Interpretation
Performance & Outcomes Interpretation
Under the Performance and Outcomes lens, the data suggest that while federal line-of-duty deaths reached 1,300 by 2022, measurable operational changes like an 18% complaint drop after body-worn cameras and only 2.0% of stop-and-frisk encounters escalating to arrests in structured-protocol jurisdictions indicate that targeted policy tools can meaningfully shift policing outcomes.
More related reading
05 · Category
Crime Trends1 stats
01
27% of hate crime incidents involved anti-Black or African American bias (FBI hate crime data), 2022 distribution
Interpretation
Crime Trends Interpretation
In 2022, anti-Black or African American bias made up 27% of hate crime incidents, underscoring a clear crime trend where this specific group faces a substantial share of hate related law enforcement incidents.
06 · Category
Workforce Safety2 stats
01
1,948 federal law enforcement officers died in the line of duty (cumulative total through 2024, including all federal agencies listed), per Officer Down Memorial Page (ODMP) statistics
02
2.7% year-over-year decrease in U.S. law enforcement officers killed in the line of duty from 2023 to 2024 (ODMP year totals), per Officer Down Memorial Page
Interpretation
Workforce Safety Interpretation
Workforce safety progress is showing, with the number of U.S. law enforcement officers killed in the line of duty dropping 2.7% from 2023 to 2024 on the ODMP while a cumulative total of 1,948 federal officers have died through 2024.
07 · Category
Data & Reporting2 stats
01
The FBI's Next Generation Identification (NGI) system contains over 173 million records (as of 2024), covering fingerprints and associated records, per FBI NGI overview
02
The National Crime Information Center (NCIC) database includes more than 200 million records (as of 2024) used by law enforcement for warrants and stolen property inquiries, per FBI NCIC overview
Interpretation
Data & Reporting Interpretation
As of 2024, law enforcement’s Data & Reporting landscape is being shaped by scale, with the FBI’s NGI holding over 173 million records and the NCIC surpassing 200 million, showing how massive centralized data stores are central to reporting and information sharing for warrants and stolen property.
08 · Category
Governance & Policy1 stats
01
A 2022 RAND study reported that agencies using early intervention systems (EIS) can identify policy and practice issues earlier; in RAND's survey, 25% of agencies reported EIS adoption
Interpretation
Governance & Policy Interpretation
In the governance and policy space, the 2022 RAND finding that 25% of agencies have adopted early intervention systems suggests that a meaningful minority is proactively using these tools to surface policy and practice issues sooner.
Reference
Cite This Report
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APA
Kevin O'Brien. (2026, February 13). Law Enforcement Statistics. Gitnux. https://gitnux.org/law-enforcement-statistics
MLA
Kevin O'Brien. "Law Enforcement Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/law-enforcement-statistics.
Chicago
Kevin O'Brien. 2026. "Law Enforcement Statistics." Gitnux. https://gitnux.org/law-enforcement-statistics.
Sources & references
31 datasets cited across this report · attribution is report-level
+15 additional datasets cited (not shown individually)