Improving police behavior through artificial intelligence: Pre‐registered experimental results in two large US agencies

Abstract Police body‐worn cameras (BWCs) generate extensive video data on officer behavior, yet resource constraints mean that only a fraction of this footage is ever reviewed. Recent advancements in artificial intelligence (AI) present an opportunity to automate these reviews, potentially influencing police conduct. We evaluate the impact of AI‐led auditing in two pre‐registered, randomized controlled trials conducted within two large US police agencies. The findings are mixed but positive: In a department operating under a consent decree, officers exhibited significant reductions in substandard professionalism, whereas in an agency without external oversight, officers increased the frequency of highly professional interactions. These results show that AI auditing of BWC footage can influence officer behavior, with its effects shaped by organizational and institutional contexts.

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Publication Details

Journal
Criminology
Published
2025-12-22
DOI
https://doi.org/10.1111/1745-9125.70028
Citations
1
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
2.37
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article

Improving police behavior through artificial intelligence: Pre‐registered experimental results in two large US agencies

Geoffrey P. Alpert, Ian Tyler Adams, Kyle McLean
1 citations
Criminology
Ethics and Social Impacts of AI
2.37
article

Improving police behavior through artificial intelligence: Pre‐registered experimental results in two large US agencies

Geoffrey P. Alpert, Ian Tyler Adams, Kyle McLean
article en
1 citations

Abstract

Abstract Police body‐worn cameras (BWCs) generate extensive video data on officer behavior, yet resource constraints mean that only a fraction of this footage is ever reviewed. Recent advancements in artificial intelligence (AI) present an opportunity to automate these reviews, potentially influencing police conduct. We evaluate the impact of AI‐led auditing in two pre‐registered, randomized controlled trials conducted within two large US police agencies. The findings are mixed but positive: In a department operating under a consent decree, officers exhibited significant reductions in substandard professionalism, whereas in an agency without external oversight, officers increased the frequency of highly professional interactions. These results show that AI auditing of BWC footage can influence officer behavior, with its effects shaped by organizational and institutional contexts.

Criminology
University of South Carolina System (US), Clemson University (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 7%
Ethics and Social Impacts of AI
2.37
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