IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/7584.html
   My bibliography  Save this paper

A Dynamic Model of Differential Human Capital and Criminal Activity

Author

Listed:
  • H. Naci Mocan
  • Stephen C. Billups
  • Jody Overland

Abstract

This paper presents a new, dynamic economic model of criminal activity. Individuals are endowed with legal and criminal human capital. Potential incomes in legal and criminal sectors depend on the level of the relevant human capital, the rate of return, and random shocks. Both types of human capital can be enhanced by participating in the relevant sector. Legal human capital can also be enhanced through savings. Each type of human capital is subject to depreciation. Individuals maximize expected discounted lifetime utility, which depends on consumption. In this two-stage dynamic stochastic model, in each period the individual decides in which sector to participate (legal or illegal), and after the realization of income in that period, he decides on the optimal amount of consumption. A particular decision (e.g. participation in the criminal sector) has implications both for future decisions as well as the choices available to the individual in later periods. The model allows analyses of the effects of recessions, neighborhood effects, various imprisonment/rehabilitation scenarios, risk aversion, and time preferences on criminal behavior. It provides new insights, which are different from existing models, and it is able to explain the declining propensity of individuals to commit crimes over time.

Suggested Citation

  • H. Naci Mocan & Stephen C. Billups & Jody Overland, 2000. "A Dynamic Model of Differential Human Capital and Criminal Activity," NBER Working Papers 7584, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:7584
    Note: CH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w7584.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Pindyck, Robert S, 1988. "Risk Aversion and Determinants of Stock Market Behavior," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 183-190, May.
    2. 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.
    3. Gomes, Joao & Greenwood, Jeremy & Rebelo, Sergio, 2001. "Equilibrium unemployment," Journal of Monetary Economics, Elsevier, vol. 48(1), pages 109-152, August.
    4. Gary S. Becker & Casey B. Mulligan, 1997. "The Endogenous Determination of Time Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 729-758.
    5. Becker, Gary S, 1991. "A Note on Restaurant Pricing and Other Examples of Social Influences on Price," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 1109-1116, October.
    6. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1991. "Rational Addiction and the Effect of Price on Consumption," American Economic Review, American Economic Association, vol. 81(2), pages 237-241, May.
    7. Tauchen, Helen & Witte, Ann Dryden & Griesinger, Harriet, 1994. "Criminal Deterrence: Revisiting the Issue with a Birth Cohort," The Review of Economics and Statistics, MIT Press, vol. 76(3), pages 399-412, August.
    8. Bayer, Patrick & Pintoff, Randi & Pozen, David E., 2003. "Building Criminal Capital Behind Bars: Social Learning in Juvenile Corrections," Center Discussion Papers 28511, Yale University, Economic Growth Center.
    9. Lochner, L., 1999. "Education, Work, and Crime: Theory and Evidence," RCER Working Papers 465, University of Rochester - Center for Economic Research (RCER).
    10. Richard B. Freeman & William M. Rodgers III, 1999. "Area Economic Conditions and the Labor Market Outcomes of Young Men in the 1990s Expansion," NBER Working Papers 7073, National Bureau of Economic Research, Inc.
    11. Richard B. Freeman, 1996. "Why Do So Many Young American Men Commit Crimes and What Might We Do about It?," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 25-42, Winter.
    12. H. Naci Mocan & Hope Corman, 2000. "A Time-Series Analysis of Crime, Deterrence, and Drug Abuse in New York City," American Economic Review, American Economic Association, vol. 90(3), pages 584-604, June.
    13. John J. DiIulio, 1996. "Help Wanted: Economists, Crime and Public Policy," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 3-24, Winter.
    14. Grogger, Jeff, 1998. "Market Wages and Youth Crime," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 756-791, October.
    15. Samuel L. Myers, 1983. "Estimating the Economic Model of Crime: Employment Versus Punishment Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 157-166.
    16. Levitt, Steven D, 1997. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime," American Economic Review, American Economic Association, vol. 87(3), pages 270-290, June.
    17. H. Naci Mocan & Turan G. Bali, 2010. "Asymmetric Crime Cycles," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 899-911, November.
    18. Cornwell, Christopher & Trumbull, William N, 1994. "Estimating the Economic Model of Crime with Panel Data," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 360-366, May.
    19. 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.
    20. Leung, Siu Fai, 1994. "An economic analysis of the age-crime profile," Journal of Economic Dynamics and Control, Elsevier, vol. 18(2), pages 481-497, March.
    21. Kahan, Dan M, 1998. "Social Meaning and the Economic Analysis of Crime," The Journal of Legal Studies, University of Chicago Press, vol. 27(2), pages 609-622, June.
    22. Ann Dryden Witte, 1983. "Estimating the Economic Model of Crime: Reply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 167-175.
    23. Jianakoplos, Nancy Ammon & Bernasek, Alexandra, 1998. "Are Women More Risk Averse?," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 620-630, October.
    24. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    25. 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.
    26. Szpiro, George G, 1986. "Measuring Risk Aversion: An Alternative Approach," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 156-159, February.
    27. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 352-352.
    28. Palsson, Anne-Marie, 1996. "Does the degree of relative risk aversion vary with household characteristics?," Journal of Economic Psychology, Elsevier, vol. 17(6), pages 771-787, December.
    29. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    30. Block, M K & Heineke, J M, 1975. "A Labor Theoretic Analysis of the Criminal Choice," American Economic Review, American Economic Association, vol. 65(3), pages 314-325, June.
    31. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Altindag, Duha T., 2012. "Crime and unemployment: Evidence from Europe," International Review of Law and Economics, Elsevier, vol. 32(1), pages 145-157.
    3. Paolo Buonanno, 2003. "The Socioeconomic Determinants of Crime. A Review of the Literature," Working Papers 63, University of Milano-Bicocca, Department of Economics, revised Nov 2003.
    4. Paul J. Zak, 2000. "Larceny," Economics of Governance, Springer, vol. 1(2), pages 157-179, July.
    5. Bedard, Kelly & Helland, Eric, 2004. "The location of women's prisons and the deterrence effect of "harder" time," International Review of Law and Economics, Elsevier, vol. 24(2), pages 147-167, June.
    6. H. Naci Mocan & Hope Corman, 2000. "A Time-Series Analysis of Crime, Deterrence, and Drug Abuse in New York City," American Economic Review, American Economic Association, vol. 90(3), pages 584-604, June.
    7. Entorf, Horst & Spengler, Hannes, 2008. "Is Being 'Soft on Crime' the Solution to Rising Crime Rates? Evidence from Germany," IZA Discussion Papers 3710, Institute of Labor Economics (IZA).
    8. repec:eee:labchp:v:3:y:1999:i:pc:p:3529-3571 is not listed on IDEAS
    9. Povilas Lastauskas & Eirini Tatsi, 2013. "Spatial Nexus in Crime and unemployment in Times of crisis: Evidence from Germany," Cambridge Working Papers in Economics 1359, Faculty of Economics, University of Cambridge.
    10. Hope Corman & H. Naci Mocan, 1996. "A Time-Series Analysis of Crime and Drug Use in New York City," NBER Working Papers 5463, National Bureau of Economic Research, Inc.
    11. 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.
    12. Lastauskas, Povilas & Tatsi, Eirini, 2017. "Spatial Nexus in Crime and Unemployment in Times of Crisis," Working Paper Series 2/2017, Stockholm University, Swedish Institute for Social Research.
    13. Paresh Kumar Narayan & Ingrid Nielsen & Russell Smyth, 2010. "Is There a Natural Rate of Crime?," American Journal of Economics and Sociology, Wiley Blackwell, vol. 69(2), pages 759-782, April.
    14. Loureiro, Paulo R.A. & Mendonça, Mário Jorge Cardoso de & Moreira, Tito Belchior Silva & Sachsida, Adolfo, 2009. "Crime, economic conditions, social interactions and family heritage," International Review of Law and Economics, Elsevier, vol. 29(3), pages 202-209, September.
    15. Paolo Buonanno, 2003. "Identifying the Effect of Education on Crime. Evidence from the Italian Regions," Working Papers 65, University of Milano-Bicocca, Department of Economics, revised Nov 2003.
    16. Cerro, Ana María & Rodríguez Andrés, Antonio, 2011. "Typologies of Crime in the Argentine Provinces. A Panel Study 2000-2008," MPRA Paper 44460, University Library of Munich, Germany.
    17. Entorf, Horst & Spengler, Hannes, 2000. "Socioeconomic and demographic factors of crime in Germany: Evidence from panel data of the German states," International Review of Law and Economics, Elsevier, vol. 20(1), pages 75-106, March.
    18. Imrohoroglu, Ayse & Merlo, Antonio & Rupert, Peter, 2000. "On the Political Economy of Income Redistribution and Crime," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(1), pages 1-25, February.
    19. Isaac Ehrlich, 1996. "Crime, Punishment, and the Market for Offenses," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 43-67, Winter.
    20. Lauridsen, Jørgen T. & Zeren, Fatma & Ari, Ay?E, 2015. "Is Crime in Turkey Economically Rational?/¿Es económicamente racional el crimen en Turquía?," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 33, pages 37-52, Enero.
    21. Rafael Di Tella & Ernesto Schargrodsky, 2004. "Do Police Reduce Crime? Estimates Using the Allocation of Police Forces After a Terrorist Attack," American Economic Review, American Economic Association, vol. 94(1), pages 115-133, March.

    More about this item

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:7584. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.