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Incarceration, Recidivism and Employment

Author

Listed:
  • Manudeep Bhuller
  • Gordon B. Dahl
  • Katrine V. Løken
  • Magne Mogstad

Abstract

Understanding whether, and in what situations, time spent in prison is criminogenic or preventive has proven challenging due to data availability and correlated unobservables. This paper overcomes these challenges in the context of Norway’s criminal justice system, offering new insights into how incarceration affects subsequent crime and employment. We construct a panel dataset containing the criminal behavior and labor market outcomes of the entire population, and exploit the random assignment of criminal cases to judges who differ systematically in their stringency in sentencing defendants to prison. Using judge stringency as an instrumental variable, we find that imprisonment discourages further criminal behavior, and that the reduction extends beyond incapacitation. Incarceration decreases the probability an individual will reoffend within 5 years by 29 percentage points, and reduces the number of offenses over this same period by 11 criminal charges. In comparison, OLS shows positive associations between incarceration and subsequent criminal behavior. This sharp contrast suggests the high rates of recidivism among ex-convicts is due to selection, and not a consequence of the experience of being in prison. Exploring factors that may explain the preventive effect of incarceration, we find the decline in crime is driven by individuals who were not working prior to incarceration. Among these individuals, imprisonment increases participation in programs directed at improving employability and reducing recidivism, and ultimately, raises employment and earnings while discouraging further criminal behavior. For previously employed individuals, while there is no effect on recidivism, there is a lasting negative effect on employment. Contrary to the widely embraced ‘nothing works’ doctrine, these findings demonstrate that time spent in prison with a focus on rehabilitation can indeed be preventive for a large segment of the criminal population.

Suggested Citation

  • Manudeep Bhuller & Gordon B. Dahl & Katrine V. Løken & Magne Mogstad, 2016. "Incarceration, Recidivism and Employment," NBER Working Papers 22648, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:22648
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    as
    1. Will Dobbie & Jae Song, 2015. "Debt Relief and Debtor Outcomes: Measuring the Effects of Consumer Bankruptcy Protection," American Economic Review, American Economic Association, vol. 105(3), pages 1272-1311, March.
    2. Joseph J. Doyle Jr., 2007. "Child Protection and Child Outcomes: Measuring the Effects of Foster Care," American Economic Review, American Economic Association, vol. 97(5), pages 1583-1610, December.
    3. David Autor & Andreas Kostøl & Magne Mogstad & Bradley Setzler, 2019. "Disability Benefits, Consumption Insurance, and Household Labor Supply," American Economic Review, American Economic Association, vol. 109(7), pages 2613-2654, July.
    4. Gordon B. Dahl & Andreas Ravndal Kostøl & Magne Mogstad, 2014. "Family Welfare Cultures," The Quarterly Journal of Economics, Oxford University Press, vol. 129(4), pages 1711-1752.
    5. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    6. Rafael Di Tella & Ernesto Schargrodsky, 2013. "Criminal Recidivism after Prison and Electronic Monitoring," Journal of Political Economy, University of Chicago Press, vol. 121(1), pages 28-73.
    7. Christian N. Brinch & Magne Mogstad & Matthew Wiswall, 2017. "Beyond LATE with a Discrete Instrument," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 985-1039.
    8. Bruce Western & Jeffrey R. Kling & David F. Weiman, 2001. "The Labor Market Consequences of Incarceration," Working Papers 829, Princeton University, Department of Economics, Industrial Relations Section..
    9. Jeffrey Grogger, 1995. "The Effect of Arrests on the Employment and Earnings of Young Men," The Quarterly Journal of Economics, Oxford University Press, vol. 110(1), pages 51-71.
    10. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    11. Will Dobbie & Jacob Goldin & Crystal Yang, 2016. "The Effects of Pre-Trial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges," Working Papers 601, Princeton University, Department of Economics, Industrial Relations Section..
    12. Magne Mogstad & Alexander Torgovitsky, 2018. "Identification and Extrapolation of Causal Effects with Instrumental Variables," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 577-613, August.
    13. A. Belloni & D. Chen & V. Chernozhukov & C. Hansen, 2012. "Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain," Econometrica, Econometric Society, vol. 80(6), pages 2369-2429, November.
    14. Anna Aizer & Joseph J. Doyle, 2015. "Juvenile Incarceration, Human Capital, and Future Crime: Evidence from Randomly Assigned Judges," The Quarterly Journal of Economics, Oxford University Press, vol. 130(2), pages 759-803.
    15. Eric French & Jae Song, 2014. "The Effect of Disability Insurance Receipt on Labor Supply," American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 291-337, May.
    16. Joseph J. Doyle, Jr. & John A. Graves & Jonathan Gruber & Samuel Kleiner, 2012. "Do High-Cost Hospitals Deliver Better Care? Evidence from Ambulance Referral Patterns," NBER Working Papers 17936, National Bureau of Economic Research, Inc.
    17. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    18. Alessandro Barbarino & Giovanni Mastrobuoni, 2014. "The Incapacitation Effect of Incarceration: Evidence from Several Italian Collective Pardons," American Economic Journal: Economic Policy, American Economic Association, vol. 6(1), pages 1-37, February.
    19. Nicole Maestas & Kathleen J. Mullen & Alexander Strand, 2013. "Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt," American Economic Review, American Economic Association, vol. 103(5), pages 1797-1829, August.
    20. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 70, Elsevier.
    21. Jeffrey R. Kling, 1999. "The Effect of Prison Sentence Length on the Subsequent Employment and Earnings of Criminal Defendants," Working Papers 156, Princeton University, School of Public and International Affairs, Discussion Papers in Economics.
    22. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    23. Emily G. Owens, 2009. "More Time, Less Crime? Estimating the Incapacitative Effect of Sentence Enhancements," Journal of Law and Economics, University of Chicago Press, vol. 52(3), pages 551-579, August.
    24. 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.
    25. Ilyana Kuziemko, 2013. "How should inmates be released from prison? An assessment of parole versus fixed-sentence regimes," The Quarterly Journal of Economics, Oxford University Press, vol. 128(1), pages 371-424.
    26. Andreas Ravndal Kostol & Magne Mogstad, 2014. "How Financial Incentives Induce Disability Insurance Recipients to Return to Work," American Economic Review, American Economic Association, vol. 104(2), pages 624-655, February.
    27. 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.
    28. Joseph J. Doyle Jr., 2008. "Child Protection and Adult Crime: Using Investigator Assignment to Estimate Causal Effects of Foster Care," Journal of Political Economy, University of Chicago Press, vol. 116(4), pages 746-770, August.
    29. Jorge Luis García & James J. Heckman & Duncan Ermini Leaf & María José Prados, 2017. "Quantifying the Life-cycle Benefits of a Prototypical Early Childhood Program," NBER Working Papers 23479, National Bureau of Economic Research, Inc.
    30. Jeffrey R. Kling, 2006. "Incarceration Length, Employment, and Earnings," American Economic Review, American Economic Association, vol. 96(3), pages 863-876, June.
    31. Patrick Bayer & Randi Hjalmarsson & David Pozen, 2009. "Building Criminal Capital behind Bars: Peer Effects in Juvenile Corrections," The Quarterly Journal of Economics, Oxford University Press, vol. 124(1), pages 105-147.
    32. Jeffrey R. Kling & David Weiman & Bruce Western, 2001. "The Labor Market Consequences of Incarceration," Working Papers 829, Princeton University, Department of Economics, Industrial Relations Section..
    33. repec:pri:wwseco:dp208 is not listed on IDEAS
    34. Will Dobbie & Jacob Goldin & Crystal S. Yang, 2018. "The Effects of Pretrial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges," American Economic Review, American Economic Association, vol. 108(2), pages 201-240, February.
    35. Joel Waldfogel, 1994. "The Effect of Criminal Conviction on Income and the Trust "Reposed in the Workmen"," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 62-81.
    36. Will Dobbie & Jacob Goldin & Crystal Yang, 2016. "The Effects of Pre-Trial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges," NBER Working Papers 22511, National Bureau of Economic Research, Inc.
    37. Guido W. Imbens & Donald B. Rubin, 1997. "Estimating Outcome Distributions for Compliers in Instrumental Variables Models," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 555-574.
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    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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