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Production and persistence of criminal skills: Evidence from a high-crime context

Author

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  • Escobar, Maria A.
  • Tobón, Santiago
  • Vanegas-Arias, Martín

Abstract

We study criminal skills production and persistence by looking at the universe of incarceration spells and violent and non-violent property crime reports in Colombia. Leveraging detailed and geo-coded information, we find that property crime reports are higher around prisons on the days inmates are released. Two types of offenders drive the impacts: (i) property crime specialists—inmates with a prior conviction for violent or non-violent theft; and (ii) trainees—inmates with different criminal records but who interacted heavily with specialists during incarceration. We examine whether participation in rehabilitation programs or longer prison spells mitigate these effects and find no evidence for either type of offender. Although we are unaware of how many crimes these offenders would commit absent incarceration, these results suggest that incarceration’s specific deterrence or rehabilitation effects might be weak for these populations and that, in some circumstances, prison can foster rather than prevent crime.

Suggested Citation

  • Escobar, Maria A. & Tobón, Santiago & Vanegas-Arias, Martín, 2023. "Production and persistence of criminal skills: Evidence from a high-crime context," Journal of Development Economics, Elsevier, vol. 160(C).
  • Handle: RePEc:eee:deveco:v:160:y:2023:i:c:s0304387822001122
    DOI: 10.1016/j.jdeveco.2022.102969
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    as
    1. Santiago Gómez & Daniel Mejía & Santiago Tobón, 2021. "The Deterrent Effect Of Surveillance Cameras On Crime," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(2), pages 553-571, March.
    2. Lawrence Katz & Steven D. Levitt & Ellen Shustorovich, 2003. "Prison Conditions, Capital Punishment, and Deterrence," American Law and Economics Review, American Law and Economics Association, vol. 5(2), pages 318-343, August.
    3. Manudeep Bhuller & Gordon B. Dahl & Katrine V. Løken & Magne Mogstad, 2020. "Incarceration, Recidivism, and Employment," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1269-1324.
    4. Blattman, Christopher & Lessing, Benjamin & Tobon, Santiago & Duncan, Gustavo, 2021. "Gang rule: Understanding and Countering Criminal Governance," SocArXiv 5nyqs, Center for Open Science.
    5. Kevin T. Schnepel, 2018. "Good Jobs and Recidivism," Economic Journal, Royal Economic Society, vol. 128(608), pages 447-469, February.
    6. Megan Stevenson, 2017. "Breaking Bad: Mechanisms of Social Influence and the Path to Criminality in Juvenile Jails," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 824-838, December.
    7. Rasmus Landersø, 2015. "Does Incarceration Length Affect Labor Market Outcomes?," Journal of Law and Economics, University of Chicago Press, vol. 58(1), pages 205-234.
    8. Francesco Drago & Roberto Galbiati & Pietro Vertova, 2009. "The Deterrent Effects of Prison: Evidence from a Natural Experiment," Journal of Political Economy, University of Chicago Press, vol. 117(2), pages 257-280, April.
    9. Benjamin Hansen, 2015. "Punishment and Deterrence: Evidence from Drunk Driving," American Economic Review, American Economic Association, vol. 105(4), pages 1581-1617, April.
    10. de Chaisemartin, Clement & D'Haultfoeuille, Xavier, 2014. "Fuzzy Changes-in Changes," CAGE Online Working Paper Series 184, Competitive Advantage in the Global Economy (CAGE).
    11. Eric Helland & Alexander Tabarrok, 2007. "Does Three Strikes Deter?: A Nonparametric Estimation," Journal of Human Resources, University of Wisconsin Press, vol. 42(2).
    12. Jennifer L. Doleac, 2017. "The Effects of DNA Databases on Crime," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 165-201, January.
    13. Clément de Chaisemartin & Xavier D’Haultfœuille, 2023. "Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 1-30.
    14. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    15. Anna Aizer & Joseph J. Doyle, 2015. "Juvenile Incarceration, Human Capital, and Future Crime: Evidence from Randomly Assigned Judges," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(2), pages 759-803.
    16. Santiago Tobon, 2022. "Do Better Prisons Reduce Recidivism? Evidence from a Prison Construction Program," The Review of Economics and Statistics, MIT Press, vol. 104(6), pages 1256-1272, November.
    17. Munyo, Ignacio & Rossi, Martín A., 2015. "First-day criminal recidivism," Journal of Public Economics, Elsevier, vol. 124(C), pages 81-90.
    18. C de Chaisemartin & X D’HaultfŒuille, 2018. "Fuzzy Differences-in-Differences," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 999-1028.
    19. Ilyana Kuziemko, 2013. "How should inmates be released from prison? An assessment of parole versus fixed-sentence regimes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 371-424.
    20. Paolo Buonanno & Steven Raphael, 2013. "Incarceration and Incapacitation: Evidence from the 2006 Italian Collective Pardon," American Economic Review, American Economic Association, vol. 103(6), pages 2437-2465, October.
    21. Jon Kleinberg & Himabindu Lakkaraju & Jure Leskovec & Jens Ludwig & Sendhil Mullainathan, 2018. "Human Decisions and Machine Predictions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 237-293.
    22. Jeffrey R. Kling, 2006. "Incarceration Length, Employment, and Earnings," American Economic Review, American Economic Association, vol. 96(3), pages 863-876, June.
    23. Patrick Bayer & Randi Hjalmarsson & David Pozen, 2009. "Building Criminal Capital behind Bars: Peer Effects in Juvenile Corrections," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 105-147.
    24. Evan K. Rose & Yotam Shem-Tov, 2021. "How Does Incarceration Affect Reoffending? Estimating the Dose-Response Function," Journal of Political Economy, University of Chicago Press, vol. 129(12), pages 3302-3356.
    25. Kevin T. Schnepel, 2018. "Good Jobs and Recidivism," Economic Journal, Royal Economic Society, vol. 128(608), pages 447-469.
    26. Daniela Collazos & Eduardo García & Daniel Mejía & Daniel Ortega & Santiago Tobón, 2019. "Hot spots policing in a high crime environment: An experimental evaluation in Medellín," Documentos CEDE 17135, Universidad de los Andes, Facultad de Economía, CEDE.
    27. Mirko Draca & Stephen Machin, 2015. "Crime and Economic Incentives," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 389-408, August.
    28. Jesse M. Shapiro, 2007. "Do Harsher Prison Conditions Reduce Recidivism? A Discontinuity-based Approach," American Law and Economics Review, American Law and Economics Association, vol. 9(1), pages 1-29.
    29. Michael Mueller-Smith & Kevin T. Schnepel, 2021. "Diversion in the Criminal Justice System," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(2), pages 883-936.
    30. 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.
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    1. Acosta, Camilo & Mejía, Daniel & Zorro Medina, Angela, 2023. "On the Tension Between Due Process Protection and Public Safety: The Case of an Extensive Procedural Reform in Colombia," Documentos CEDE 20924, Universidad de los Andes, Facultad de Economía, CEDE.

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    More about this item

    Keywords

    Crime; Violence; Recidivism; Prisons; Colombia;
    All these keywords.

    JEL classification:

    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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