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Hot Spots, Patrolling Intensity, and Robberies: Lessons from a three-year program in Uruguay

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  • Cabrera, José María
  • Cid, Alejandro
  • Veneri, Federico

Abstract

We study the effects of increasing police presence on crime by exploiting the quasi-experimental nature of a large-scale hot spots intervention in a Latin American country that had experienced a significant increase in crime over the last 30 years. We match geocoded data on crime and GPS data that signals the presence of police to 200x200 meters cells covering Montevideo, Uruguay. Employing a difference-in-differences (DiD) approach, our results suggest that the program effectively increased police presence in the designated areas and reduced crime. We found an overall elasticity of 0.47 - a 10% increase in police presence is associated with a decrease of 4.7% in robberies. This three-year intervention allows us to investigate heterogeneous effects by year of intervention and contexts. The program presented greater effects during the first year of the intervention; during 2017, a period associated with significant legal changes in the country's criminal policy, the program did not affect crime. In 2018, we observed positive results in police presence and crime reduction but at a reduced level. We associated this reduction in outcomes with program fatigue which could impact the sustainability of this type of intervention. This study may help policymakers identify the conditions under which hot spots policing programs work and the degree to which they are replicable and scalable.

Suggested Citation

  • Cabrera, José María & Cid, Alejandro & Veneri, Federico, 2022. "Hot Spots, Patrolling Intensity, and Robberies: Lessons from a three-year program in Uruguay," MPRA Paper 113786, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:113786
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    References listed on IDEAS

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    1. Mirko Draca & Stephen Machin & Robert Witt, 2011. "Panic on the Streets of London: Police, Crime, and the July 2005 Terror Attacks," American Economic Review, American Economic Association, vol. 101(5), pages 2157-2181, August.
    2. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    3. Christopher Blattman & Donald P Green & Daniel Ortega & Santiago Tobón, 2021. "Place-Based Interventions at Scale: The Direct and Spillover Effects of Policing and City Services on Crime [Clustering as a Design Problem]," Journal of the European Economic Association, European Economic Association, vol. 19(4), pages 2022-2051.
    4. Jordi Blanes I Vidal & Giovanni Mastrobuoni, 2018. "Police Patrols and Crime," Carlo Alberto Notebooks 551, Collegio Carlo Alberto.
    5. Aaron Chalfin & Justin McCrary, 2017. "Criminal Deterrence: A Review of the Literature," Journal of Economic Literature, American Economic Association, vol. 55(1), pages 5-48, March.
    6. Levitt, Steven D, 1997. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime," American Economic Review, American Economic Association, vol. 87(3), pages 270-290, June.
    7. Ajzenman, Nicolás & Jaitman, Laura, 2016. "Crime Concentration and Hot Spot Dynamics in Latin America," IDB Publications (Working Papers) 7702, Inter-American Development Bank.
    8. Stephen Machin & Olivier Marie, 2011. "Crime And Police Resources: The Street Crime Initiative," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 678-701, August.
    9. Nicolás Ajzenman & Laura Jaitman, 2016. "Crime Concentration and Hot Spot Dynamics in Latin America," IDB Publications (Working Papers) 94777, Inter-American Development Bank.
    10. Rafael Di Tella & Ernesto Schargrodsky, 2004. "Do Police Reduce Crime? Estimates Using the Allocation of Police Forces After a Terrorist Attack," American Economic Review, American Economic Association, vol. 94(1), pages 115-133, March.
    11. Aaron Chalfin & Benjamin Hansen & Emily K. Weisburst & Morgan C. Williams Jr., 2022. "Police Force Size and Civilian Race," American Economic Review: Insights, American Economic Association, vol. 4(2), pages 139-158, June.
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    More about this item

    Keywords

    Crime; Robberies; Police; Patrolling; Hot spots; Georeferenced; GPS; Difference-in-differences; Uruguay; Latin America;
    All these keywords.

    JEL classification:

    • J48 - Labor and Demographic Economics - - Particular Labor Markets - - - Particular Labor Markets; Public Policy
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

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