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Building Criminal Capital Behind Bars: Social Learning in Juvenile Corrections

Author

Listed:
  • Patrick J. Bayer

    (Yale University, Faculty of Arts & Sciences, Department of Economics (Box 8268))

  • Randi Pintoff

    (Yale University, Faculty of Arts & Sciences, Department of Economics (Box 8268))

  • David Emanuel Pozen

    (University of Oxford, Social Sciences Division, Department of Economics)

Abstract

This paper analyzes the influence that juvenile offenders serving time in the same correctional facility have on each other’s subsequent criminal behavior. The analysis is based on data on over 8,000 individuals serving time in 169 juvenile correctional facilities during a two-year period in Florida. These data provide a complete record of past crimes, facility assignments, and arrests and adjudications in the year following release for each individual. To control for the non-random assignment to facilities, we include facility fixed effects, thereby estimating peer effects using only within-facility variation over time. We find strong evidence of peer effects for various categories of theft, burglary, and felony drug and weapon crimes; the influence of peers primarily affects individuals who already have some experience in a particular crime category. We also find evidence that peer effects are stronger in smaller facilities and that the predominant types of peer effects differ in residential versus non-residential facilities. Effects in the latter are consistent with network formation among youth serving time close to home.

Suggested Citation

  • Patrick J. Bayer & Randi Pintoff & David Emanuel Pozen, 2004. "Building Criminal Capital Behind Bars: Social Learning in Juvenile Corrections," Yale School of Management Working Papers ysm418, Yale School of Management.
  • Handle: RePEc:ysm:somwrk:ysm418
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    1. Joshua D. Angrist & Kevin Lang, 2002. "How Important are Classroom Peer Effects? Evidence from Boston's Metco Program," NBER Working Papers 9263, National Bureau of Economic Research, Inc.
    2. Edward L. Glaeser & Bruce Sacerdote & José A. Scheinkman, 1996. "Crime and Social Interactions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 507-548.
    3. Jacob M. Markman & Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2003. "Does peer ability affect student achievement?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 527-544.
    4. Jens Ludwig & Greg J. Duncan & Paul Hirschfield, 2001. "Urban Poverty and Juvenile Crime: Evidence from a Randomized Housing-Mobility Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 655-679.
    5. 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.
    6. H. Naci Mocan & Daniel I. Rees, 2005. "Economic Conditions, Deterrence and Juvenile Crime: Evidence from Micro Data," American Law and Economics Review, American Law and Economics Association, vol. 7(2), pages 319-349.
    7. Steven D. Levitt, 1998. "Juvenile Crime and Punishment," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1156-1185, December.
    8. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    9. Steven D. Levitt & Lance Lochner, 2001. "The Determinants of Juvenile Crime," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 327-374, National Bureau of Economic Research, Inc.
    10. Arcidiacono, Peter & Nicholson, Sean, 2005. "Peer effects in medical school," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 327-350, February.
    11. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    12. Marianne Bertrand & Erzo F. P. Luttmer & Sendhil Mullainathan, 2000. "Network Effects and Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1019-1055.
    13. M. Keith Chen & Jesse M. Shapiro, 2003. "Does Prison Harden Inmates? A Discontinuity-based Approach," Law and Economics 0304003, University Library of Munich, Germany.
    14. Alejandro Gaviria & Steven Raphael, 2001. "School-Based Peer Effects And Juvenile Behavior," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 257-268, May.
    15. Ian Ayres & Steven D. Levitt, 1998. "Measuring Positive Externalities from Unobservable Victim Precaution: An Empirical Analysis of Lojack," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 43-77.
    16. Dan Silverman, 2004. "Street Crime And Street Culture," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 761-786, August.
    17. Lawrence F. Katz & Jeffrey R. Kling & Jeffrey B. Liebman, 2001. "Moving to Opportunity in Boston: Early Results of a Randomized Mobility Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 607-654.
    18. Antoni Calvó-Armengol & Yves Zenou, 2004. "Social Networks And Crime Decisions: The Role Of Social Structure In Facilitating Delinquent Behavior," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 939-958, August.
    19. Case, A.C. & Katz, L.F., 1991. "The Company You Keep: The Effects Of Family And Neighborhood On Disadvantaged Younths," Harvard Institute of Economic Research Working Papers 1555, Harvard - Institute of Economic Research.
    20. Brian A. Jacob & Lars Lefgren, 2003. "Are Idle Hands the Devil's Workshop? Incapacitation, Concentration, and Juvenile Crime," American Economic Review, American Economic Association, vol. 93(5), pages 1560-1577, December.
    21. Michael A. Boozer & Stephen E. Cacciola, 2001. "Inside the 'Black Box' of Project STAR: Estimation of Peer Effects Using Experimental Data," Working Papers 832, Economic Growth Center, Yale University.
    22. William N. Evans & Wallace E. Oates & Robert M. Schwab & William N. Evans & Wallace E. Oates & Robert M. Schwab, 2004. "Measuring Peer Group Effects: A Study of Teenage Behavior," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 13, pages 232-257, Edward Elgar Publishing.
    23. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    24. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    25. Boozer, Michael A. & Cacciola, Stephen E., 2001. "Inside the 'Black Box' of Project Star: Estimation of Peer Effects Using Experimental Data," Center Discussion Papers 28524, Yale University, Economic Growth Center.
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    Cited by:

    1. Antoni Calvó-Armengol & Yves Zenou, 2004. "Social Networks And Crime Decisions: The Role Of Social Structure In Facilitating Delinquent Behavior," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 939-958, August.
    2. Patrick Bayer & Stephen L. Ross & Giorgio Topa, 2008. "Place of Work and Place of Residence: Informal Hiring Networks and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1150-1196, December.
    3. M. Keith Chen & Jesse M. Shapiro, 2003. "Does Prison Harden Inmates? A Discontinuity-based Approach," Law and Economics 0304003, University Library of Munich, Germany.
    4. Tatsushi Oka, 2009. "Juvenile crime and punishment: evidence from Japan," Applied Economics, Taylor & Francis Journals, vol. 41(24), pages 3103-3115.
    5. H. Naci Mocan & Stephen C. Billups & Jody Overland, 2005. "A Dynamic Model of Differential Human Capital and Criminal Activity," Economica, London School of Economics and Political Science, vol. 72(288), pages 655-681, November.
    6. Calvo-Armengol, Antoni & Verdier, Thierry & Zenou, Yves, 2007. "Strong and weak ties in employment and crime," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 203-233, February.
    7. Patacchini, Eleonora & Zenou, Yves, 2008. "The strength of weak ties in crime," European Economic Review, Elsevier, vol. 52(2), pages 209-236, February.
    8. Anna Bonanno, 2006. "The economic analysis of offender’s choice: Old and new insights," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 53(2), pages 193-224, June.
    9. Lance Lochner, 2004. "Education, Work, And Crime: A Human Capital Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 811-843, August.
    10. Philip J. Cook & Jens Ludwig, 2005. "Assigning Deviant Youths to Minimize Total Harm," NBER Working Papers 11390, National Bureau of Economic Research, Inc.
    11. Ballester, Coralio & Calvó-Armengol, Antoni & Zenou, Yves, 2004. "Who's Who in Crime Network. Wanted the Key Player," Working Paper Series 617, Research Institute of Industrial Economics.

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    More about this item

    Keywords

    social learning; peer effects; social interactions; recidivism; juvenile crime; human capital accumulation;
    All these keywords.

    JEL classification:

    • J0 - Labor and Demographic Economics - - General
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • K1 - Law and Economics - - Basic Areas of Law
    • H0 - Public Economics - - General

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