Job Market Paper
This paper explores the impact of the Los Angeles Police Department (LAPD)’s restriction on pretextual stops on policing behavior and public safety. Using data on all California traffic stops, I find compelling evidence that the policy led to an immediate reduction in stops for equipment or non-moving violations. However, I find little evidence that the overall number of total stops decreased in the short run, potentially due to police substitution behavior. This finding is consistent with my economic framework, which suggests that police officers will respond to increased scrutiny placed on some tasks by shifting their behavior to other tasks. At the same time, I find that this policy led to an approximately 15 percent reduction in the number of racial minorities stopped by police officers. Focusing on traffic stop outcomes, I document that the number of stops resulting in a warning decreased, and conversely, the number of stops resulting in a citation may have increased. Moreover, the policy led to fewer searches and contraband found, but little change in contraband seized. Finally, I find little evidence that the number of reported crimes, arrests, and traffic fatalities increased following the restriction of pretextual stops. Together, my findings imply that the LAPD’s pretextual stop restriction achieved its intended goal of reducing racial disparities without diminishing public safety.

SSRN Working Paper, Revise & Resubmit at Review of Economics & Statistics
This study explores the relationship between legalized sports gambling, unexpected emotional cues, and reported intimate partner violence (IPV). Using crime data from the 2011 to 2022 National Incident Based Reporting System (NIBRS) and extending Card & Dahl (2011)’s model, we find that when sports gambling is legalized, the effect of NFL home team upset losses on IPV increases by around 10 percentage points. Heterogeneity analyses reveal that these effects are larger: (i) in states where mobile betting is legalized, (ii) in locations where higher bets were placed, (iii) around paydays, and (iv) for teams who were on a winning streak. Together, these findings support that financial losses from participation in sports gambling can amplify the emotional cues from a favorite team’s unexpected loss.