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Pretending to be the Law: Violence to Reduce the COVID-19 Outbreak

Author

Listed:
  • Diego A. Martin

    (Harvard's Growth Lab)

  • Dario A. Romero

Abstract

Did the COVID-19 pandemic create an opportunity to earn population control through illegal violence? We argue that criminal groups in Colombia portray as de facto police by using mass killings to reduce the COVID-19 outbreak. They used massacres as a threat to enforce social distance measures in places they considered worth decreasing mobility. Our results from an Augmented Synthetic Control Method model estimated that commuting to parks fell 20% more in areas with massacres than in places without mass killings. In addition, we do not find a decline in mobility to workplaces and COVID-19 deaths after the first mass killing. These findings are congruent with the hypothesis that illegal armed groups used fear to enforce mobility restrictions without hurting economic activities and their sources of revenue. However, violence slightly impacted the virus’ spread. Treated areas had a decline of 35 cases per 100,000 inhabitants four months after the first massacre.

Suggested Citation

  • Diego A. Martin & Dario A. Romero, 2023. "Pretending to be the Law: Violence to Reduce the COVID-19 Outbreak," Growth Lab Working Papers 220, Harvard's Growth Lab.
    • Handle: RePEc:glh:wpfacu:220
    as

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    File URL: https://growthlab.hks.harvard.edu/sites/projects.iq.harvard.edu/files/growthlab/files/2023-09-cid-fellows-wp-155-violence-covid-outbreaks.pdf
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    References listed on IDEAS

    as
    1. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2021. "The Augmented Synthetic Control Method," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1789-1803, October.
    2. Eli Berman & Jacob N. Shapiro & Joseph H. Felter, 2011. "Can Hearts and Minds Be Bought? The Economics of Counterinsurgency in Iraq," Journal of Political Economy, University of Chicago Press, vol. 119(4), pages 766-819.
    3. Jenkins, Stephen P, 1995. "Easy Estimation Methods for Discrete-Time Duration Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 129-138, February.
    4. Ibáñez, Ana Mari­a & Vélez, Carlos Eduardo, 2008. "Civil Conflict and Forced Migration: The Micro Determinants and Welfare Losses of Displacement in Colombia," World Development, Elsevier, vol. 36(4), pages 659-676, April.
    5. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    6. Joan Barceló & Robert Kubinec & Cindy Cheng & Tiril Høye Rahn & Luca Messerschmidt, 2022. "Windows of repression: Using COVID-19 policies against political dissidents?," Journal of Peace Research, Peace Research Institute Oslo, vol. 59(1), pages 73-89, January.
    7. Daron Acemoglu & Camilo García-Jimeno & James A. Robinson, 2015. "State Capacity and Economic Development: A Network Approach," American Economic Review, American Economic Association, vol. 105(8), pages 2364-2409, August.
    8. Andrew Shaver & Jacob N. Shapiro, 2021. "The Effect of Civilian Casualties on Wartime Informing: Evidence from the Iraq War," Journal of Conflict Resolution, Peace Science Society (International), vol. 65(7-8), pages 1337-1377, August.
    9. de Aguas, Johan & Ramírez Jaramillo, Juan Carlos, 2022. "Configuración territorial de las provincias en Colombia," Estudios y Perspectivas – Oficina de la CEPAL en Bogotá 48021, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    10. Abrams, David S., 2021. "COVID and crime: An early empirical look," Journal of Public Economics, Elsevier, vol. 194(C).
    11. Lyall, Jason & Blair, Graeme & Imai, Kosuke, 2013. "Explaining Support for Combatants during Wartime: A Survey Experiment in Afghanistan," American Political Science Review, Cambridge University Press, vol. 107(4), pages 679-705, November.
    12. Britt Koehnlein & Ore Koren, 2022. "COVID-19, state capacity, and political violence by non-state actors," Journal of Peace Research, Peace Research Institute Oslo, vol. 59(1), pages 90-104, January.
    13. Mounu Prem & Andrés F. Rivera & Dario A. Romero & Juan F. Vargas, 2022. "Selective Civilian Targeting: The Unintended Consequences of Partial Peace," Quarterly Journal of Political Science, now publishers, vol. 17(3), pages 317-354, July.
    14. Gilles Duranton, 2016. "Agglomeration Effects In Colombia," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 210-238, March.
    15. Humphreys, Macartan & Weinstein, Jeremy M., 2006. "Handling and Manhandling Civilians in Civil War," American Political Science Review, Cambridge University Press, vol. 100(3), pages 429-447, August.
    16. Laura Huber, 2019. "When Civilians Are Attacked: Gender Equality and Terrorist Targeting," Journal of Conflict Resolution, Peace Science Society (International), vol. 63(10), pages 2289-2318, November.
    17. Jairo J. Parada, 2022. "Colombia’s Peace Process: A Case Study of a Vexing Society Struggling for Institutional Adjustment," Journal of Economic Issues, Taylor & Francis Journals, vol. 56(2), pages 335-347, April.
    18. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    19. Matthew Adam Kocher & Thomas B. Pepinsky & Stathis N. Kalyvas, 2011. "Aerial Bombing and Counterinsurgency in the Vietnam War," American Journal of Political Science, John Wiley & Sons, vol. 55(2), pages 201-218, April.
    20. Luke N. Condra & Jacob N. Shapiro, 2012. "Who Takes the Blame? The Strategic Effects of Collateral Damage," American Journal of Political Science, John Wiley & Sons, vol. 56(1), pages 167-187, January.
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    More about this item

    Keywords

    COVID-19; Social Distance; Lockdowns; Massacres; Governance;
    All these keywords.

    JEL classification:

    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • D74 - Microeconomics - - Analysis of Collective Decision-Making - - - Conflict; Conflict Resolution; Alliances; Revolutions
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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