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Returns to education in criminal organizations: Did going to college help Michael Corleone?

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  • Campaniello, Nadia
  • Gray, Rowena
  • Mastrobuoni, Giovanni

Abstract

Is there any return to education in criminal activities? This paper is one of the first to investigate whether education has not only a positive impact on legitimate, but also on illegitimate activities. We use as a case study one of the longest running criminal corporations in history: the Italian-American mafia. Its most successful members were capable businessmen, orchestrating crimes that required abilities that might be learned at school: extracting the optimal rent when setting up a racket, weighting interests against default risk when starting a loan sharking business or organizing supply chains, logistics and distribution when setting up a drug dealing system. We address this question by comparing mobsters to a variety of samples drawn from the United States 1940 Population Census, including a sample of their closest (non-mobster) neighbors. We document that mobsters have one year less education than their neighbors on average. We find that mobsters have significant returns to education of 7.5–8.5% , which is only slightly smaller than their neighbors and 2–5 percentage points smaller than for U.S.-born men or male citizens. Mobster returns were consistently about twice as large as a sample of Italian immigrants or immigrants from all origin countries. Within that, those charged with complex crimes including embezzlement and bookmaking have the highest returns. We conclude that private returns to education exist even in the illegal activities characterized by a certain degree of complexity as in the case of organized crime in mid-twentieth century United States.

Suggested Citation

  • Campaniello, Nadia & Gray, Rowena & Mastrobuoni, Giovanni, 2016. "Returns to education in criminal organizations: Did going to college help Michael Corleone?," Economics of Education Review, Elsevier, vol. 54(C), pages 242-258.
  • Handle: RePEc:eee:ecoedu:v:54:y:2016:i:c:p:242-258
    DOI: 10.1016/j.econedurev.2016.03.003
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    1. Paolo Buonanno & Ruben Durante & Giovanni Prarolo & Paolo Vanin, 2015. "Poor Institutions, Rich Mines: Resource Curse in the Origins of the Sicilian Mafia," Economic Journal, Royal Economic Society, vol. 125(586), pages 175-202, August.
    2. Logan, Trevon D. & Parman, John M., 2017. "The National Rise in Residential Segregation," The Journal of Economic History, Cambridge University Press, vol. 77(1), pages 127-170, March.
    3. 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.
    4. Claudia Goldin & Lawrence F. Katz, 1999. "Education and Income in the Early 20th Century: Evidence from the Prairies," NBER Working Papers 7217, National Bureau of Economic Research, Inc.
    5. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    6. Costas Meghir & Mårten Palme & Marieke Schnabel, 2011. "The effect of education policy on crime: an intergenerational perspective," IFS Working Papers W11/11, Institute for Fiscal Studies.
    7. Goldin, Claudia & Katz, Lawrence F., 2000. "Education and Income in the Early Twentieth Century: Evidence from the Prairies," The Journal of Economic History, Cambridge University Press, vol. 60(3), pages 782-818, September.
    8. Karen Clay & Jeff Lingwall & Melvin Stephens, Jr., 2012. "Do Schooling Laws Matter? Evidence from the Introduction of Compulsory Attendance Laws in the United States," NBER Working Papers 18477, National Bureau of Economic Research, Inc.
    9. Steven D. Levitt & Sudhir Alladi Venkatesh, 2000. "An Economic Analysis of a Drug-Selling Gang's Finances," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 755-789.
    10. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    11. 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.
    12. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    13. Carvalho, Leandro S. & Soares, Rodrigo R., 2016. "Living on the edge: Youth entry, career and exit in drug-selling gangs," Journal of Economic Behavior & Organization, Elsevier, vol. 121(C), pages 77-98.
    14. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2003. "Fifty Years of Mincer Earnings Regressions," NBER Working Papers 9732, National Bureau of Economic Research, Inc.
    15. 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.
    16. Jacob A. Mincer, 1974. "Age and Experience Profiles of Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 64-82, National Bureau of Economic Research, Inc.
    17. 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).
    18. Claudia Goldin & Lawrence F. Katz, 2008. "Mass Secondary Schooling and the State: The Role of State Compulsion in the High School Movement," NBER Chapters, in: Understanding Long-Run Economic Growth: Geography, Institutions, and the Knowledge Economy, pages 275-310, National Bureau of Economic Research, Inc.
    19. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    20. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    21. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    22. William J. Collins & Marianne H. Wanamaker, 2014. "Selection and Economic Gains in the Great Migration of African Americans: New Evidence from Linked Census Data," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 220-252, January.
    23. 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.
    24. Jacob A. Mincer, 1974. "Individual Acquisition of Earning Power," NBER Chapters, in: Schooling, Experience, and Earnings, pages 5-23, National Bureau of Economic Research, Inc.
    25. Giovanni Mastrobuoni, 2015. "The Value of Connections: Evidence from the Italian†American Mafia," Economic Journal, Royal Economic Society, vol. 125(586), pages 256-288, August.
    26. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    27. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    28. repec:fth:prinin:425 is not listed on IDEAS
    29. Jacob A. Mincer, 1974. "The Human Capital Earnings Function," NBER Chapters, in: Schooling, Experience, and Earnings, pages 83-96, National Bureau of Economic Research, Inc.
    30. D. Mark Anderson, 2014. "In School and Out of Trouble? The Minimum Dropout Age and Juvenile Crime," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 318-331, May.
    31. Ran Abramitzky & Leah Platt Boustan & Katherine Eriksson, 2014. "A Nation of Immigrants: Assimilation and Economic Outcomes in the Age of Mass Migration," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 467-506.
    32. Isaac Ehrlich, 1975. "On the Relation between Education and Crime," NBER Chapters, in: Education, Income, and Human Behavior, pages 313-338, National Bureau of Economic Research, Inc.
    33. Luallen, Jeremy, 2006. "School's out... forever: A study of juvenile crime, at-risk youths and teacher strikes," Journal of Urban Economics, Elsevier, vol. 59(1), pages 75-103, January.
    34. Alexander, Barbara J, 1997. "The Rational Racketeer: Pasta Protection in Depression Era Chicago," Journal of Law and Economics, University of Chicago Press, vol. 40(1), pages 175-202, April.
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    3. Caglayan, Mustafa & Flamini, Alessandro & Jahanshahi, Babak, 2021. "Hindering human capital accumulation: A hidden cost of the silent mafia?," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 828-845.
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    More about this item

    Keywords

    Returns to education; Organized crime; Mafia; Italian–American immigration; Federal Bureau of Narcotics; 1940 Census;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • N32 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - U.S.; Canada: 1913-
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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