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The Effect of Job Loss and Unemployment Insurance on Crime in Brazil

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  • Diogo Britto

    (Diogo Britto)

  • Paolo Pinotti

    (Paolo Pinotti)

  • Breno Sampaio

    (Breno Sampaio)

Abstract

We investigate the effect of job loss and unemployment benefits on crime, exploiting unique individual-level data on the universe of workers and criminal cases in Brazil over the 2009-2017 period. We find that the probability of criminal prosecution increases on average by 23% for workers displaced upon mass layoffs, and by slightly less for their cohabiting sons. Using causal forests, we show that the effect is driven entirely by young and low tenure workers, while there is no heterogeneity by education and income. Regression discontinuity estimates indicate that unemployment benefit eligibility completely offsets potential crime increases upon job loss, but this effect completely vanishes immediately after benefit expiration. Our findings point at liquidity constraints and psychological stress as main drivers of criminal behavior upon job loss, while substitution between time on the job and leisure does not seem to play an important role.

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  • Diogo Britto & Paolo Pinotti & Breno Sampaio, "undated". "The Effect of Job Loss and Unemployment Insurance on Crime in Brazil," RF Berlin - CReAM Discussion Paper Series 2128, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
  • Handle: RePEc:crm:wpaper:2128
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    1. John A. List & Azeem M. Shaikh & Yang Xu, 2019. "Multiple hypothesis testing in experimental economics," Experimental Economics, Springer;Economic Science Association, vol. 22(4), pages 773-793, December.
    2. Christina Gathmann & Ines Helm & Uta Schönberg, 2020. "Spillover Effects of Mass Layoffs," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 427-468.
    3. Lalive, Rafael, 2008. "How do extended benefits affect unemployment duration A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 785-806, February.
    4. Ichino, Andrea & Schwerdt, Guido & Winter-Ebmer, Rudolf & Zweimüller, Josef, 2017. "Too old to work, too young to retire?," The Journal of the Economics of Ageing, Elsevier, vol. 9(C), pages 14-29.
    5. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    6. Raphael, Steven & Winter-Ember, Rudolf, 2001. "Identifying the Effect of Unemployment on Crime," Journal of Law and Economics, University of Chicago Press, vol. 44(1), pages 259-283, April.
    7. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Christian Posso & Jorge Tamayo, 2021. "Job Loss, Credit, and Crime in Colombia," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 97-114, March.
    8. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    9. Ziggy MacDonald, 2002. "Official Crime Statistics: Their Use and Interpretation," Economic Journal, Royal Economic Society, vol. 112(477), pages 85-106, February.
    10. 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.
    11. Schmidt, Peter & Witte, Ann Dryden, 1989. "Predicting criminal recidivism using 'split population' survival time models," Journal of Econometrics, Elsevier, vol. 40(1), pages 141-159, January.
    12. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Simple Local Polynomial Density Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(531), pages 1449-1455, July.
    13. Peter Ganong & Pascal Noel, 2019. "Consumer Spending during Unemployment: Positive and Normative Implications," American Economic Review, American Economic Association, vol. 109(7), pages 2383-2424, July.
    14. 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.
    15. 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.
    16. François Gerard & Miikka Rokkanen & Christoph Rothe, 2020. "Bounds on treatment effects in regression discontinuity designs with a manipulated running variable," Quantitative Economics, Econometric Society, vol. 11(3), pages 839-870, July.
    17. 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.
    18. Chioda, Laura & De Mello, João M.P. & Soares, Rodrigo R., 2016. "Spillovers from conditional cash transfer programs: Bolsa Família and crime in urban Brazil," Economics of Education Review, Elsevier, vol. 54(C), pages 306-320.
    19. François Gerard & Joana Naritomi, 2021. "Job Displacement Insurance and (the Lack of) Consumption-Smoothing," American Economic Review, American Economic Association, vol. 111(3), pages 899-942, March.
    20. Schaller, Jessamyn & Stevens, Ann Huff, 2015. "Short-run effects of job loss on health conditions, health insurance, and health care utilization," Journal of Health Economics, Elsevier, vol. 43(C), pages 190-203.
    21. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    22. Mirko Draca & Stephen Machin, 2015. "Crime and Economic Incentives," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 389-408, August.
    23. 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.
    24. Katz, Lawrence F. & Meyer, Bruce D., 1990. "The impact of the potential duration of unemployment benefits on the duration of unemployment," Journal of Public Economics, Elsevier, vol. 41(1), pages 45-72, February.
    25. Grogger, Jeff, 1998. "Market Wages and Youth Crime," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 756-791, October.
    26. 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.
    27. Zimmer, David M., 2021. "The effect of job displacement on mental health, when mental health feeds back to future job displacement," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 360-366.
    28. Crystal S. Yang, 2017. "Does Public Assistance Reduce Recidivism?," American Economic Review, American Economic Association, vol. 107(5), pages 551-555, May.
    29. Giovanni Mastrobuoni & Paolo Pinotti, 2015. "Legal Status and the Criminal Activity of Immigrants," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 175-206, April.
    30. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    31. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    32. 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.
    33. Soares, Rodrigo R., 2004. "Development, crime and punishment: accounting for the international differences in crime rates," Journal of Development Economics, Elsevier, vol. 73(1), pages 155-184, February.
    34. Price V. Fishback & Ryan S. Johnson & Shawn Kantor, 2010. "Striking at the Roots of Crime: The Impact of Welfare Spending on Crime during the Great Depression," Journal of Law and Economics, University of Chicago Press, vol. 53(4), pages 715-740.
    35. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    36. Claudio Ferraz & Frederico Finan & Dimitri Szerman, 2015. "Procuring Firm Growth: The Effects of Government Purchases on Firm Dynamics," NBER Working Papers 21219, National Bureau of Economic Research, Inc.
    37. Ann Dryden Witte, 1980. "Estimating the Economic Model of Crime With Individual Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(1), pages 57-84.
    38. C. Fritz Foley, 2011. "Welfare Payments and Crime," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 97-112, February.
    39. Munyo, Ignacio & Rossi, Martín A., 2015. "First-day criminal recidivism," Journal of Public Economics, Elsevier, vol. 124(C), pages 81-90.
    40. Denis Fougère & Francis Kramarz & Julien Pouget, 2009. "Youth Unemployment and Crime in France," Journal of the European Economic Association, MIT Press, vol. 7(5), pages 909-938, September.
    41. Cody Tuttle, 2019. "Snapping Back: Food Stamp Bans and Criminal Recidivism," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 301-327, May.
    42. Gabriel Ulyssea, 2018. "Firms, Informality, and Development: Theory and Evidence from Brazil," American Economic Review, American Economic Association, vol. 108(8), pages 2015-2047, August.
    43. Kuhn, Andreas & Lalive, Rafael & Zweimüller, Josef, 2009. "The public health costs of job loss," Journal of Health Economics, Elsevier, vol. 28(6), pages 1099-1115, December.
    44. Isaac Ehrlich, 1996. "Crime, Punishment, and the Market for Offenses," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 43-67, Winter.
    45. Charles, Kerwin Kofi & DeCicca, Philip, 2008. "Local labor market fluctuations and health: Is there a connection and for whom?," Journal of Health Economics, Elsevier, vol. 27(6), pages 1532-1550, December.
    46. 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.
    47. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    48. Rege, Mari & Skardhamar, Torbjørn & Telle, Kjetil & Votruba, Mark, 2019. "Job displacement and crime: Evidence from Norwegian register data," Labour Economics, Elsevier, vol. 61(C).
    49. 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.
    50. Freeman, Richard B., 1999. "The economics of crime," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 52, pages 3529-3571, Elsevier.
    51. Anna Öster & Jonas Agell, 2007. "Crime and Unemployment in Turbulent Times," Journal of the European Economic Association, MIT Press, vol. 5(4), pages 752-775, June.
    52. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LP, vol. 18(1), pages 234-261, March.
    53. François Gerard & Gustavo Gonzaga, 2021. "Informal Labor and the Efficiency Cost of Social Programs: Evidence from Unemployment Insurance in Brazil," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 167-206, August.
    54. Jonathan M.V. Davis & Sara B. Heller, 2017. "Using Causal Forests to Predict Treatment Heterogeneity: An Application to Summer Jobs," American Economic Review, American Economic Association, vol. 107(5), pages 546-550, May.
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    Cited by:

    1. Pinotti, Paolo & Bhalotra, Sonia & Britto, Diogo & Sampaio, Breno, 2021. "Job Displacement, Unemployment Benefits and Domestic Violence," CEPR Discussion Papers 16350, C.E.P.R. Discussion Papers.
    2. Pinotti, Paolo, 2020. "The credibility revolution in the empirical analysis of crime," CEPR Discussion Papers 14850, C.E.P.R. Discussion Papers.
    3. 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.
    4. Guilherme Amorim & Diogo Britto & Alexandre Fonseca & Breno Sampaio, 2022. "Job Loss, Unemployment Insurance and Health: Evidence from Brazil," BAFFI CAREFIN Working Papers 22192, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    5. Andrea Bassanini & Eve Caroli & Kevin Geay & Antoine Rebérioux, 2023. "Heavy is the Crown: CEOs' Social Interactions and Layoff Decisions," PSE Working Papers hal-04118212, HAL.
    6. Fetzer, Thiemo, 2023. "Did the policy response to the energy crisis cause crime? Evidence from England," CAGE Online Working Paper Series 662, Competitive Advantage in the Global Economy (CAGE).
    7. Melissa Newham & Marica Valente, 2022. "The Cost of Influence: How Gifts to Physicians Shape Prescriptions and Drug Costs," Papers 2203.01778, arXiv.org, revised Apr 2023.
    8. Francesco Filippucci, 2022. "What Do NEETs Need? The Effect of Combining Activation Policies and Cash Transfers," Working Papers halshs-03524083, HAL.
    9. Eduardo Ferraz & Rodrigo Soares & Juan Vargas, 2022. "Unbundling the relationship between economic shocks and crime," Chapters, in: Paolo Buonanno & Paolo Vanin & Juan Vargas (ed.), A Modern Guide to the Economics of Crime, chapter 8, pages 184-204, Edward Elgar Publishing.
    10. Corrado Giulietti & Brendon McConnell, 2020. "Kicking You When You're Already Down: The Multipronged Impact of Austerity on Crime," Papers 2012.08133, arXiv.org, revised Aug 2022.
    11. Susan Athey & Lisa K. Simon & Oskar N. Skans & Johan Vikstrom & Yaroslav Yakymovych, 2023. "The Heterogeneous Earnings Impact of Job Loss Across Workers, Establishments, and Markets," Papers 2307.06684, arXiv.org, revised Feb 2024.
    12. Marcelo Castro & Cesar Tirso, 2023. "The impacts of the age of majority on the exposure to violent crimes," Empirical Economics, Springer, vol. 64(2), pages 983-1023, February.
    13. Paolo Pinotti, 2020. "The Credibility Revolution in the Empirical Analysis of Crime," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 6(2), pages 207-220, July.
    14. Leah Platt Boustan & Jiwon Choi & David Clingingsmith, 2024. "The Political Fallout of Machine Tool Automation in the Mid-20th Century United States," NBER Chapters, in: The Economic History of American Inequality: New Evidence and Perspectives, National Bureau of Economic Research, Inc.
    15. Marco Letta & Pierluigi Montalbano & Adriana Paolantonio, 2024. "Climate Immobility Traps: A Household-Level Test," Papers 2403.09470, arXiv.org.
    16. Ana Margarida Fernandes & Joana Silva, 2023. "Adjusting to Transitory Shocks: Worker Impact, Firm Channels, and (Lack of) Income Support," CESifo Working Paper Series 10479, CESifo.
    17. 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.
    18. Paolo Pinotti, 0. "The Credibility Revolution in the Empirical Analysis of Crime," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 0, pages 1-14.
    19. Bingley, Paul & Cappellari, Lorenzo & Ovidi, Marco, 2023. "When It Hurts the Most: Timing of Parental Job Loss and a Child's Education," IZA Discussion Papers 16367, Institute of Labor Economics (IZA).
    20. Figueiredo, Ana & Marie, Olivier & Markiewicz, Agnieszka, 2024. "Job Security and Liquid Wealth," IZA Discussion Papers 16744, Institute of Labor Economics (IZA).
    21. Francesco Filippucci, 2022. "What Do NEETs Need? The Effect of Combining Activation Policies and Cash Transfers," PSE Working Papers halshs-03524083, HAL.

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    More about this item

    Keywords

    unemployment; crime; unemployment insurance; registry data;
    All these keywords.

    JEL classification:

    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • 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

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