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The heterogeneous effects of education on crime: Evidence from Danish administrative twin data

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  • Bennett, Patrick

Abstract

Using administrative Danish Register Data to identify all twins born 1965–1982, this paper estimates heterogeneous effects of education on crime. Controlling for genetic and environmental factors, the completion of upper secondary education significantly lowers the probability of conviction for total, property, and violent crimes for males. Family factors matter—education lowers crime earlier in the life cycle for children of low educated parents and later in life for children of high educated parents. Exposure to crime during childhood similarly impacts the dynamics of the crime reducing effects of education across the life cycle. Examining different educational programs reveals completing high school is important for crime reduction, while vocational education has a smaller impact on crime. Results are robust to controlling for differences in early health, directly estimating reverse causality between education and crime, and using data on prison sentences instead of convictions.

Suggested Citation

  • Bennett, Patrick, 2018. "The heterogeneous effects of education on crime: Evidence from Danish administrative twin data," Labour Economics, Elsevier, vol. 52(C), pages 160-177.
  • Handle: RePEc:eee:labeco:v:52:y:2018:i:c:p:160-177
    DOI: 10.1016/j.labeco.2018.02.002
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    1. Heather Royer, 2009. "Separated at Girth: US Twin Estimates of the Effects of Birth Weight," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 49-85, January.
    2. Sandewall, Örjan & Cesarini, David & Johannesson, Magnus, 2014. "The co-twin methodology and returns to schooling — testing a critical assumption," Labour Economics, Elsevier, vol. 26(C), pages 1-10.
    3. Anders Björklund & Mikael Lindahl & Erik Plug, 2006. "The Origins of Intergenerational Associations: Lessons from Swedish Adoption Data," The Quarterly Journal of Economics, Oxford University Press, vol. 121(3), pages 999-1028.
    4. 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.
    5. Laurent E. Calvet & Paolo Sodini, 2014. "Twin Picks: Disentangling the Determinants of Risk-Taking in Household Portfolios," Journal of Finance, American Finance Association, vol. 69(2), pages 867-906, April.
    6. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    7. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2007. "From the Cradle to the Labor Market? The Effect of Birth Weight on Adult Outcomes," The Quarterly Journal of Economics, Oxford University Press, vol. 122(1), pages 409-439.
    8. Meghir, Costas & Palme, Mårten & Schnabel, Marieke, 2011. "The Effect of Education Policy on Crime: An Intergenerational Perspective," IZA Discussion Papers 6142, Institute of Labor Economics (IZA).
    9. David J. Deming, 2011. "Better Schools, Less Crime?," The Quarterly Journal of Economics, Oxford University Press, vol. 126(4), pages 2063-2115.
    10. Lindquist, Matthew J. & Santavirta, Torsten, 2014. "Does placing children in foster care increase their adult criminality?," Labour Economics, Elsevier, vol. 31(C), pages 72-83.
    11. Randi Hjalmarsson & Matthew J. Lindquist, 2012. "Like Godfather, Like Son: Exploring the Intergenerational Nature of Crime," Journal of Human Resources, University of Wisconsin Press, vol. 47(2), pages 550-582.
    12. Chong Huang & Hongbin Li & Pak Wai Liu & Junsen Zhang, 2009. "Why Does Spousal Education Matter for Earnings? Assortative Mating and Cross-Productivity," Journal of Labor Economics, University of Chicago Press, vol. 27(4), pages 633-652, October.
    13. Petter Lundborg, 2013. "The health returns to schooling—what can we learn from twins?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 673-701, April.
    14. Jere R. Behrman & Mark R. Rosenzweig, 2002. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?," American Economic Review, American Economic Association, vol. 92(1), pages 323-334, March.
    15. Lisa Sanbonmatsu & Jeffrey R. Kling & Greg J. Duncan & Jeanne Brooks-Gunn, 2006. "Neighborhoods and Academic Achievement: Results from the Moving to Opportunity Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    16. Julie Berry Cullen & Brian A Jacob & Steven Levitt, 2006. "The Effect of School Choice on Participants: Evidence from Randomized Lotteries," Econometrica, Econometric Society, vol. 74(5), pages 1191-1230, September.
    17. Jeffrey R. Kling & Jens Ludwig & Lawrence F. Katz, 2005. "Neighborhood Effects on Crime for Female and Male Youth: Evidence from a Randomized Housing Voucher Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 120(1), pages 87-130.
    18. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    19. Javier Cano-Urbina & Lance Lochner, 2019. "The Effect of Education and School Quality on Female Crime," Journal of Human Capital, University of Chicago Press, vol. 13(2), pages 188-235.
    20. 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.
    21. 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.
    22. Hjalmarsson, Randi & Lindquist, Matthew J., 2013. "The origins of intergenerational associations in crime: Lessons from Swedish adoption data," Labour Economics, Elsevier, vol. 20(C), pages 68-81.
    23. Bound, John & Solon, Gary, 1999. "Double trouble: on the value of twins-based estimation of the return to schooling," Economics of Education Review, Elsevier, vol. 18(2), pages 169-182, April.
    24. Vikesh Amin, 2011. "Returns to Education: Evidence from UK Twins: Comment," American Economic Review, American Economic Association, vol. 101(4), pages 1629-1635, June.
    25. Philip Oreopoulos & Mark Stabile & Randy Walld & Leslie L. Roos, 2008. "Short-, Medium-, and Long-Term Consequences of Poor Infant Health: An Analysis Using Siblings and Twins," Journal of Human Resources, University of Wisconsin Press, vol. 43(1).
    26. Randi Hjalmarsson & Helena Holmlund & Matthew J. Lindquist, 2015. "The Effect of Education on Criminal Convictions and Incarceration: Causal Evidence from Micro‐data," Economic Journal, Royal Economic Society, vol. 125(587), pages 1290-1326, September.
    27. Anna Piil Damm & Christian Dustmann, 2014. "Does Growing Up in a High Crime Neighborhood Affect Youth Criminal Behavior?," American Economic Review, American Economic Association, vol. 104(6), pages 1806-1832, June.
    28. Isacsson, Gunnar, 1999. "Estimates of the return to schooling in Sweden from a large sample of twins," Labour Economics, Elsevier, vol. 6(4), pages 471-489, November.
    29. Åslund, Olof & Grönqvist, Hans & Hall, Caroline & Vlachos, Jonas, 2018. "Education and criminal behavior: Insights from an expansion of upper secondary school," Labour Economics, Elsevier, vol. 52(C), pages 178-192.
    30. Brian Bell & Rui Costa & Stephen Machin, 2015. "Crime, Compulsory Schooling Laws and Education," CEP Discussion Papers dp1374, Centre for Economic Performance, LSE.
    31. Dinand Webbink & Pierre Koning & Sunčica Vujić & Nicholas G. Martin, 2013. "Why Are Criminals Less Educated than Non-Criminals? Evidence from a Cohort of Young Australian Twins," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(1), pages 115-144, February.
    32. Chiara Pronzato, 2012. "An examination of paternal and maternal intergenerational transmission of schooling," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(2), pages 591-608, January.
    33. Petter Lundborg & Anton Nilsson & Dan-Olof Rooth, 2014. "Parental Education and Offspring Outcomes: Evidence from the Swedish Compulsory School Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 253-278, January.
    34. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    35. Costa, Rui & Machin, Stephen, 2016. "Crime, compulsory schooling laws and educationAuthor-Name: Bell, Brian," Economics of Education Review, Elsevier, vol. 54(C), pages 214-226.
    36. Bruce Sacerdote, 2007. "How Large are the Effects from Changes in Family Environment? A Study of Korean American Adoptees," The Quarterly Journal of Economics, Oxford University Press, vol. 122(1), pages 119-157.
    37. Orley Ashenfelter & Cecilia Rouse, 1998. "Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 253-284.
    38. Lance Lochner, 2010. "Non-Production Benefits of Education: Crime, Health and Good Citizenship," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20107, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    39. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    40. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
    41. repec:ucn:wpaper:10197/317 is not listed on IDEAS
    42. Hjalmarsson, Randi, 2008. "Criminal justice involvement and high school completion," Journal of Urban Economics, Elsevier, vol. 63(2), pages 613-630, March.
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    5. Maham Furqan & Haider Mahmood, 2020. "Does education reduce homicide? A panel data analysis of Asian region," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(4), pages 1197-1209, August.

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    More about this item

    Keywords

    Crime; Education; Twins;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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