Public Scrutiny, Police Behavior, and Crime Consequences: Evidence from High-Profile Police Killings [Accepted at The Review of Economics and Statistics, Open Access Version]
This paper provides the first national analysis of how public scrutiny from high-profile police killings affect local policing and crime. These killings reduce arrests for low-level offenses without affecting arrests for serious crimes. They also result in a significant increase in serious offenses, particularly murders and robberies. The effects appear after communities become aware of the incident and are larger when media coverage is higher. The findings suggest that scrutiny drives the reductions in arrests, while the incidents themselves—not reduced police activity—prompt the increases in crime. To mitigate crime, localities should focus on reducing police use of force.
Empirical Analysis of Racial Disparities in Policing (with Magnus Lofstrom, Joseph Hayes, Brandon Martin, and Sean Cremin), 65 Santa Clara Law Review 267 (2025).
Racial disparities within the criminal justice system continue to be a pressing issue, especially after the recent passage of California’s Racial Justice Act, which allows for a broader set of legal challenges based on racially disparate treatment. In this article, we analyze data for almost four million stops by California’s fifteen largest law enforcement agencies in 2019, examining the extent to which people of color experience searches, enforcement, intrusiveness, and use of force differently from white people. Black Californians are more likely to be searched than white Californians, but searches of Black civilians reveal less contraband and evidence. Black people are overrepresented in stops not leading to enforcement as well as in stops leading to an arrest. While differences in location and context for the stop significantly contribute to racial disparities, notable inequities remain after accounting for such factors. These disparities are concentrated in traffic stops. A notable proportion of which lead to no enforcement or discovery—suggesting that gains in efficiency and equity are possible. Through a “veil of darkness” analysis, we find evidence that racial bias may be a contributing factor to disparities in traffic stops for Black and Latino drivers. These findings suggest that traffic stops for non-moving violations deserve consideration for alternative enforcement strategies.
Why We Need Police (with Justin McCrary), Chapter 3, The Cambridge Handbook of Policing in the United States, Cambridge University Press, June 2019.
This chapter discusses the essential role that the police have in deterring and reducing crimes, particularly the most violent and costly ones to society, such as murder. We begin by providing a brief overview of deterrence theory before discussing the empirical evidence on the efficacy of police staffing and various policing strategies on crime reduction. Using a framework developed in Weisburd and Eck (2004), we quickly evaluate the model of standard policing and then mainly focus on evidence behind three current policing practices: hot spots, problem- oriented, and proactive. Finally, we use the empirical evidence of police staffing to provide a basis for a theoretical model on the optimal level of policing. Using the Chalfin and McCrary (2017b) framework, we discuss how one could estimate how much crime could be reduced if additional funds were directed to hire more law enforcement officers, and if crime reduction were the sole policing objective, how many cities are in fact underpoliced. We conclude by postulating whether we could implement additional policing without resulting in unwarranted and excessive social costs for the community as discussed by Manski and Nagin (2017).
Kaplan, Scott, Vaibhav Ramamoorthy, Cheenar Gupte, Amit Sagar, Deepak Premkumar, Joshua Wilbur, and David Zilberman. "The Economic Impact of NBA Superstars: Evidence from Missed Games using Ticket Microdata from a Secondary Marketplace.'' In 13th Annual MIT Sloan Sports Analytics Conference, pp. 1-30. 2019.
Winner of the Best Poster Award at 13th Annual MIT Sloan Sports Analytics Conference, Boston, MA. March 1-2, 2019
Deepak Premkumar, Dave Jones, and Peter F. Orazem. "How Rural Hospital Closures Affect Rural Residents." ARE Update 20(4)(2017):5-8. University of California Giannini Foundation of Agricultural Economics.
Deepak Premkumar, Dave Jones, and Peter Orazem. “Hospital Closure and Hospital Choice: How Hospital Quality and Availability Will Affect Rural Residents.” CARD Agricultural Policy Review, Winter 2017.
Clark, Dylan G., Deepak Premkumar, Robert Mazur, and Elibariki Kisimbo. “Geospatial Resource Access Analysis In Hedaru, Tanzania,” European Space Agency Living Planet Symposium 722:250, 2013.
Premkumar, Deepak, Austin Quackenbush, Georgeanne Artz, and Peter Orazem. "If You Build it, Will They Come?: Fiscal Federalism, Local Provision of Public Tourist Amenities, and the Vision Iowa Fund." The Review of Regional Studies 43, no. 2, 3 (2013): 155-173.
The efficacy and fairness of cash bail in promoting public safety has been a prominent policy question in recent years, but it is difficult to rigorously estimate the effects of bail, particularly at the state level, because of a lack of exogenous variation. California responded to the COVID pandemic by setting bail at zero dollars for many misdemeanors and felonies, increasing the number of people who were immediately released after being arrested. Until July 2022, most Californians lived in a county with an emergency bail order in place. We separately estimate the impact of the implementation and revocation of these zero-bail orders on rearrests using a triple difference framework that relies on the staggered timing across counties and uses offenses that did not qualify for zero bail as a control group. The implementation of emergency bail orders significantly increased the likelihood and number of rearrests within 30 days of the initial arrest. The increase in rearrests was driven by felony offenses, but we find no evidence of an increase for violent felonies, a concern raised by some observers. For the counties that had an emergency bail order for at least a year, there was a statistically significant increase on rearrests initially, but the effect diminished over time. The average effect over the first year of implementation in these counties was not statistically significant. Notably, the rise in felony rearrests did not subside for these counties that extended an emergency order past 2020. Though the initiation of emergency bail orders led to increases in rearrests, lifting these orders had no significant effect on rearrests, regardless of offense type.
Policing and Public Safety Tradeoffs: Evidence from Police Staffing Changes (with Rebecca Goldstein, Katarina Jensen, and Maya Moritz)
Rural Hospital Closings and Patient Welfare: The Effects of Closures on Quality and Availability of Hospitals (with Peter Orazem and Dave Jones)- Draft available upon request
This study estimates a model of rural patient hospital choice between the nearest rural hospital, the nearest urban hospital, or the nearest research hospital. We present separate estimates for inpatient and outpatient visits, for different diagnoses, and for emergency and non-emergency admissions. The analyses illustrate the tradeoffs between hospital quality and distance in deciding whether to choose the nearest hospital or to travel farther for an alternative. The model parameters are used to simulate two hospital closing scenarios for both outpatient and inpatient data: 1) closing 25% of lowest quality rural hospitals and 2) closing 15% of the least used rural hospitals. Closing 25% of the lowest quality rural hospitals results in a 20.7% increase in expected distance and a 7.7% increase in expected hospital quality for those with inpatient ailments. Closing the least used hospitals modestly increases average distance but lowers average quality. We conclude that closing the lowest quality rural hospitals is a better policy prescription than closing the least used hospitals since closing low quality hospitals results in a substantial increase in average quality of hospital with only a slight increase in distance traveled for chosen hospitals.
"What Happened When California Suspended Bail during COVID?" (with Andrew Skelton, Magnus Lofstrom, and Sean Cremin), Public Policy Institute of California, November 2024.
"Are Younger Generations Committing Less Crime?" (with Magnus Lofstrom and Brandon Martin), Public Policy Institute of California, September 2023.
"Assessing the Impact of COVID-19 on Arrests in California" (with Thomas Sloan, Magnus Lofstrom, and Joseph Hayes), Public Policy Institute of California, February 2023.
"Racial Disparities in Traffic Stops" (with Magnus Lofstrom, Joseph Hayes, and Brandon Martin), Public Policy Institute of California, October 2022.
Legislation/Testimony: San Francisco Police Commission (2022), AB 93 (2023-24), AB 256 (2023-24), AB 1276 (2023-24), SB 50 (2023-24)
Coverage: San Francisco Chronicle, KIQI 1010am (Spanish Radio), Mission Local, Palo Alto Weekly, LA Times, CA DOJ RIPA Board's 2023 Report, Radio Bilingüe, KXTV ABC10 (Sacramento), CA DOJ RIPA Board's 2024 Report, CBS 8
"Police Use of Force and Misconduct in California" (with Alexandria Gumbs, Shannon McConville, and Renee Hsia), Public Policy Institute of California, October 2021.
Legislation/Testimony: AB 2761 (2021-22), CA DOJ RIPA Board (2022), AB 742 (2023-24), AB 807 (2023-24)
Coverage: San Francisco Chronicle (Article 1, Article 2, Article 3), KCBS Radio, Black News Channel, UpFront KPFA, KALW State of the Bay, KVPR: NPR for Central California (Piece 1, Piece 2), Maddy Report, CA DOJ RIPA Board's 2023 Report, KPBS
"Racial Disparity in Law Enforcement Stops" (with Magnus Lofstrom, Joseph Hayes, and Brandon Martin), Public Policy Institute of California, October 2021.
Legislation/Testimony: AB 2773 (2021-22), SB 1389 (2021-22), CA DOJ RIPA Board (2022)
Coverage: Arnold Ventures, UpFront KPFA, Maddy Report, Palo Alto Weekly, CA DOJ RIPA Board's 2023 Report, Radio Bilingüe, KXTV ABC10 (Sacramento), Newsweek, CA DOJ RIPA Board's 2024 Report, CBS 8
Premkumar, Deepak. 2025. "How Is California Handling Allegations of Police Misconduct?" Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/how-is-california-handling-allegations-of-police-misconduct/.
McConville, Shannon, and Deepak Premkumar. 2025. “A Closer Look at Behavioral Health Crises and Police Responses .” Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/a-closer-look-at-behavioral-health-crises-and-police-responses/.
Premkumar, Deepak, and Sean Cremin. 2024. "Unpacking California’s Racial Justice Act." Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/unpacking-californias-racial-justice-act.
Premkumar, Deepak, and Shannon McConville. 2024. “What Happened after California Changed the Rules Related to Police Use of Deadly Force?” Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/what-happened-after-california-changed-the-rules-related-to-police-use-of-deadly-force/.
Coverage: Capitol Morning Report
Premkumar, Deepak, Andrew Skelton, and Magnus Lofstrom. 2023. “How Often Are Firearms Confiscated During Traffic Stops?” Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/how-often-are-firearms-confiscated-during-traffic-stops/.
Premkumar, Deepak, Magnus Lofstrom, and Andrew Skelton. 2023. “Police Use of Force and Racial Disparities during Traffic Stops.” Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/police-use-of-force-and-racial-disparities-during-traffic-stops/.
Premkumar, Deepak, and Shannon McConville. 2022. “Historic Law Aims to Improve Police Accountability and Transparency.” Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/historic-law-aims-to-improve-police-accountability-and-transparency/.
Coverage: Police1
McConville, Shannon, and Deepak Premkumar. 2022. “New Law Raises Standards for Police Officers.” Blog Post. Public Policy Institute of California. https://www.ppic.org/blog/new-law-raises-standards-for-police-officers/.
Legislation/Testimony: AB 458 (2023-24), AB 385 (2025-26)