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Professional Motivations in the Public Sector: Evidence from Police Officers

American Economic Review 2026 116(8), 2962-2995
We study how public sector workers balance their professional motivations with private economic concerns, focusing on police arrests. Arrests made near the end of an officer's shift typically require overtime work, and officers respond by reducing arrest frequency but increasing arrest quality. Days in which an officer works a second job after their police shift have higher opportunity cost, also reducing late-shift arrests. Combining our estimates in a dynamic model identifies officer preferences over workplace activity and overtime work. Our results indicate that officers' private costs of arrests have a first-order impact on the quantity and quality of enforcement.

A Few Bad Apples? Racial Bias in Policing

American Economic Review 2021 111(5), 1406-1441
We estimate the degree to which individual police officers practice racial discrimination. Using a bunching estimation design and data from the Florida Highway Patrol, we show that minorities are less likely to receive a discount on their speeding tickets than White drivers. Disaggregating this difference to the individual police officer, we estimate that 42 percent of officers practice discrimination. We then apply our officer- level discrimination measures to various policy-relevant questions in the literature. In particular, reassigning officers across locations based on their lenience can effectively reduce the aggregate disparity in treatment

Community Engagement and Public Safety: Evidence from Crime Enforcement Targeting Immigrants

American Economic Review 2026 116(8), 3076-3109
We study the role of victim reporting in the production of public safety. We examine the Secure Communities program, a crime-reduction policy that involved police in detecting unauthorized immigrants and increased deportation fears in immigrant communities. We find that the policy reduced the likelihood that Hispanic victims report crimes to police and increased offending against Hispanics. The number of reported crimes is unchanged, masking these opposing effects. We show that reduced reporting drives the offending increase and provide the first elasticity of offending to victim reporting in the literature, calculating that a 10 percent decline in reporting increases offending by 7.9 percent.

The Impact of Fear on Police Behavior and Public Safety

The Review of Economics and Statistics 2024
We examine how changes in the salience of workplace risk affect police behavior and public safety. Specifically, we investigate cases of police officer deaths while on duty. Officers respond to a peer death by decreasing arrest activity for one to two months, consistent with heightened fear. Reductions are largest for low-level arrests and are more pronounced in smaller cities. Crime does not increase on average during this period, nor do we observe crime spikes in cities with larger or longer arrest declines. While shocks to perceived fatality risk generate substantial enforcement responses, officer fear is unlikely to harm public safety.