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Job Loss, Credit and Crime in Colombia

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  • Gaurav Khanna
  • Carlos Medina
  • Anant Nyshadham
  • Christian Posso
  • Jorge A. Tamayo

Abstract

We investigate the effects of job displacement, as a result of mass-layoffs, on criminal arrests using a novel matched employer-employee-crime dataset in Medellín, Colombia. Job displacement leads to immediate earnings losses, and an increased likelihood of being arrested for both the displaced worker and for other youth in the family. We leverage variation in opportunities for legitimate reemployment and access to consumption credit to investigate the mechanisms underlying this job loss-crime relationship. Workers in booming sectors with more opportunities for legitimate reemployment exhibit smaller increases in arrests after job losses. Greater exposure to expansions in consumption credit also lowers the job loss-crime elasticity.

Suggested Citation

  • Gaurav Khanna & Carlos Medina & Anant Nyshadham & Christian Posso & Jorge A. Tamayo, 2019. "Job Loss, Credit and Crime in Colombia," NBER Working Papers 26313, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:26313
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    1. Christopher S. Carpenter, 2005. "Heavy Alcohol Use and the Commission of Nuisance Crime: Evidence from Underage Drunk Driving Laws," American Economic Review, American Economic Association, vol. 95(2), pages 267-272, May.
    2. Yildirim, H. Semih & Philippatos, George C., 2007. "Restructuring, consolidation and competition in Latin American banking markets," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 629-639, March.
    3. Emilia Del Bono & Andrea Weber & Rudolf Winter-Ebmer, 2012. "Clash Of Career And Family: Fertility Decisions After Job Displacement," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 659-683, August.
    4. Carlos Medina & Jorge Andrés Tamayo, 2011. "An Assessment of How Urban Crime and Victimization Affects Life Satisfaction," Borradores de Economia 640, Banco de la Republica de Colombia.
    5. Christopher Blattman & Julian C. Jamison & Margaret Sheridan, 2017. "Reducing Crime and Violence: Experimental Evidence from Cognitive Behavioral Therapy in Liberia," American Economic Review, American Economic Association, vol. 107(4), pages 1165-1206, April.
    6. 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.
    7. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    8. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    9. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Jorge Tamayo & Nicolas Torres, 2023. "Formal Employment and Organised Crime: Regression Discontinuity Evidence from Colombia," The Economic Journal, Royal Economic Society, vol. 133(654), pages 2427-2448.
    10. Meghir, Costas & Palme, Mårten & Schnabel, Marieke, 2011. "The Effect of Education Policy on Crime: An Intergenerational Perspective," Research Papers in Economics 2011:23, Stockholm University, Department of Economics.
    11. Philippe Aghion & Ufuk Akcigit & Angus Deaton & Alexandra Roulet, 2016. "Creative Destruction and Subjective Well-Being," American Economic Review, American Economic Association, vol. 106(12), pages 3869-3897, December.
    12. Hjalmarsson, Randi & Lindquist, Matthew J., 2013. "The origins of intergenerational associations in crime: Lessons from Swedish adoption data," Labour Economics, Elsevier, vol. 20(C), pages 68-81.
    13. Philip Oreopoulos & Marianne Page & Ann Huff Stevens, 2008. "The Intergenerational Effects of Worker Displacement," Journal of Labor Economics, University of Chicago Press, vol. 26(3), pages 455-483, July.
    14. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    15. Rafael Dix-Carneiro & Rodrigo R. Soares & Gabriel Ulyssea, 2018. "Economic Shocks and Crime: Evidence from the Brazilian Trade Liberalization," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 158-195, October.
    16. Vincent Bignon & Eve Caroli & Roberto Galbiati, 2017. "Stealing to Survive? Crime and Income Shocks in Nineteenth Century France," Economic Journal, Royal Economic Society, vol. 127(599), pages 19-49, February.
    17. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1265-1306.
    18. Rege, Mari & Skardhamar, Torbjørn & Telle, Kjetil & Votruba, Mark, 2019. "Job displacement and crime: Evidence from Norwegian register data," Labour Economics, Elsevier, vol. 61(C).
    19. Jason M. Lindo & Peter Siminski & Isaac D. Swensen, 2018. "College Party Culture and Sexual Assault," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 236-265, January.
    20. D. Mark Anderson & Resul Cesur & Erdal Tekin, 2015. "Youth Depression And Future Criminal Behavior," Economic Inquiry, Western Economic Association International, vol. 53(1), pages 294-317, January.
    21. Bondurant, Samuel R. & Lindo, Jason M. & Swensen, Isaac D., 2018. "Substance abuse treatment centers and local crime," Journal of Urban Economics, Elsevier, vol. 104(C), pages 124-133.
    22. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2015. "Losing Heart? The Effect of Job Displacement on Health," ILR Review, Cornell University, ILR School, vol. 68(4), pages 833-861, August.
    23. Patrick Bennett & Amine Ouazad, 2020. "Job Displacement, Unemployment, and Crime: Evidence from Danish Microdata and Reforms [The Link between Human Capital, Mass Layoffs, and Firm Deaths]," Journal of the European Economic Association, European Economic Association, vol. 18(5), pages 2182-2220.
    24. Caroline Doyle, 2016. "Explaining Patterns of Urban Violence in Medellin, Colombia," Laws, MDPI, vol. 5(1), pages 1-17, February.
    25. Nathaniel G. Hilger, 2016. "Parental Job Loss and Children's Long-Term Outcomes: Evidence from 7 Million Fathers' Layoffs," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 247-283, July.
    26. Kerwin Kofi Charles & Melvin Stephens, 2004. "Job Displacement, Disability, and Divorce," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 489-522, April.
    27. Stefan Gissler & Rodney Ramcharan & Edison Yu, 2018. "The Effects of Competition in Consumer Credit Markets," Working Papers 18-24, Federal Reserve Bank of Philadelphia.
    28. Mari Rege & Kjetil Telle & Mark Votruba, 2011. "Parental Job Loss and Children's School Performance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(4), pages 1462-1489.
    29. Kenneth A. Couch & Dana W. Placzek, 2010. "Earnings Losses of Displaced Workers Revisited," American Economic Review, American Economic Association, vol. 100(1), pages 572-589, March.
    30. Brett Watson & Mouhcine Guettabi & Matthew Reimer, 2020. "Universal Cash and Crime," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 678-689, October.
    31. Melissa Dell & Benjamin Feigenberg & Kensuke Teshima, 2019. "The Violent Consequences of Trade-Induced Worker Displacement in Mexico," American Economic Review: Insights, American Economic Association, vol. 1(1), pages 43-58, June.
    32. Vincent Bignon & Eve Caroli & Roberto Galbiati, 2017. "Stealing to Survive? Crime and Income Shocks in Nineteenth Century France," Economic Journal, Royal Economic Society, vol. 127(599), pages 19-49, February.
    33. Pablo T. Spiller & Edgardo Favaro, 1984. "The Effects of Entry Regulation on Oligopolistic Interaction: The Uruguayan Banking Sector," RAND Journal of Economics, The RAND Corporation, vol. 15(2), pages 244-254, Summer.
    34. Angelini, Paolo & Cetorelli, Nicola, 2003. "The Effects of Regulatory Reform on Competition in the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(5), pages 663-684, October.
    35. Martha Bottia & Lina Cardona-Sosa & Carlos Medina, 2012. "El SISBEN como mecanismo de focalización individual del régimen subsidiado en salud en Colombia: ventajas y limitaciones," Revista de Economía del Rosario, Universidad del Rosario, December.
    36. Ishani Tewari, 2014. "The Distributive Impacts of Financial Development: Evidence from Mortgage Markets during US Bank Branch Deregulation," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 175-196, October.
    37. Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-565, May-June.
    38. Christopher Blattman & Jeannie Annan, 2015. "Can Employment Reduce Lawlessness and Rebellion? A Field Experiment with High-Risk Men in a Fragile State," NBER Working Papers 21289, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Jorge Tamayo & Nicolas Torres, 2023. "Formal Employment and Organised Crime: Regression Discontinuity Evidence from Colombia," The Economic Journal, Royal Economic Society, vol. 133(654), pages 2427-2448.
    2. Stefano Cellini & Livia Menezes & Martin Foureaux Koppensteiner, 2022. "Maternal Displacements during Pregnancy and the Health of Newborns," Discussion Papers 22-02, Department of Economics, University of Birmingham.
    3. Diogo G. C. Britto & Paolo Pinotti & Breno Sampaio, 2022. "The Effect of Job Loss and Unemployment Insurance on Crime in Brazil," Econometrica, Econometric Society, vol. 90(4), pages 1393-1423, July.
    4. Remco van Eijkel & Sander Gerritsen & Klarita Sadiraj & Maroesjka Versantvoort, 2021. "The causal effects of employment on mental health and criminality for disabled workers," CPB Discussion Paper 425, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Ivandić, Ria & Lassen, Anne Sophie, 2023. "Gender gaps from labor market shocks," LSE Research Online Documents on Economics 119948, London School of Economics and Political Science, LSE Library.
    6. Ivandić, Ria & Lassen, Anne Sophie, 2023. "Gender gaps from labor market shocks," Labour Economics, Elsevier, vol. 83(C).
    7. Garg, Teevrat & McCord, Gordon C. & Montfort, Aleister, 2020. "Can Social Protection Reduce Environmental Damages?," IZA Discussion Papers 13247, Institute of Labor Economics (IZA).
    8. Grace Armijos-Bravo & Segundo Camino-Mogro, 2023. "Covid-19 Lockdown in Ecuador: Are there Gender Differences in Unemployment?," Journal of Development Studies, Taylor & Francis Journals, vol. 59(6), pages 833-853, June.
    9. Magaly Faride Herrera Giraldo & Carlos Giovanni González Espitia & Héctor Ochoa Díaz, 2023. "The spatial and economic relationship between labour informality and homicides in Cali, Colombia," Development Policy Review, Overseas Development Institute, vol. 41(5), September.

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    More about this item

    JEL classification:

    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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