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Inequality, Crime, and the Long Run Legacy of Slavery

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  • Buonnano, Paolo
  • Vargas, Juan

Abstract

This paper investigates the relationship between economic inequality and crime in Colombian municipalities. Following recent scholarly research that suggests that the legacy of slavery is largely manifest in persistent levels of economic inequality, we instrument economic inequality with a census-based measure of the proportion of slaves in each municipality before the abolition of slavery in the 19 century. We also explore the robustness of our estimates to relaxing the exclusion restriction, as the slavery instrument is only plausibly exogenous. We document a strong association between inequality and both violent and property crime rates at the municipal level. Our estimates are robust to including traditional determinants of crime (like population density, the proportion of young males, the average education level, the quality of law enforcement institutions, and the overall economic activity), as well as current ethnic differences and geographic characteristics that may be correlated both with the slave economy and with crime.

Suggested Citation

  • Buonnano, Paolo & Vargas, Juan, 2016. "Inequality, Crime, and the Long Run Legacy of Slavery," Research Department working papers 987, CAF Development Bank Of Latinamerica.
    • Handle: RePEc:dbl:dblwop:987
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    1. Galiani, Sebastian & Jaitman, Laura & Weinschelbaum, Federico, 2020. "Crime and durable goods," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 146-163.
    2. William F. Maloney & Felipe Valencia Caicedo, 2016. "The Persistence of (Subnational) Fortune," Economic Journal, Royal Economic Society, vol. 126(598), pages 2363-2401, December.
    3. 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.
    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. Easterly, William, 2007. "Inequality does cause underdevelopment: Insights from a new instrument," Journal of Development Economics, Elsevier, vol. 84(2), pages 755-776, November.
    6. Bertocchi, Graziella & Dimico, Arcangelo, 2014. "Slavery, education, and inequality," European Economic Review, Elsevier, vol. 70(C), pages 197-209.
    7. Eric D. Gould & Bruce A. Weinberg & David B. Mustard, 2002. "Crime Rates And Local Labor Market Opportunities In The United States: 1979-1997," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 45-61, February.
    8. Norman Offstein, 2005. "National, Departmental And Municipal Rural Agricultural Land Distribution In Colombia: Analyzing The Web Of Inequality, Poverty And Violence," Documentos CEDE 3267, Universidad de los Andes, Facultad de Economía, CEDE.
    9. Acemoglu, Daron & García-Jimeno, Camilo & Robinson, James A., 2012. "Finding Eldorado: Slavery and long-run development in Colombia," Journal of Comparative Economics, Elsevier, vol. 40(4), pages 534-564.
    10. Mirko Draca & Stephen Machin, 2015. "Crime and Economic Incentives," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 389-408, August.
    11. F. Daniel Hidalgo & Suresh Naidu & Simeon Nichter & Neal Richardson, 2010. "Economic Determinants of Land Invasions," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 505-523, August.
    12. Berkowitz, Daniel & Caner, Mehmet & Fang, Ying, 2012. "The validity of instruments revisited," Journal of Econometrics, Elsevier, vol. 166(2), pages 255-266.
    13. Morgan Kelly, 2000. "Inequality And Crime," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 530-539, November.
    14. Kenneth L. Sokoloff & Stanley L. Engerman, 2000. "Institutions, Factor Endowments, and Paths of Development in the New World," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 217-232, Summer.
    15. Freeman, Richard B., 1999. "The economics of crime," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 52, pages 3529-3571, Elsevier.
    16. Daron Acemoglu & Simon Johnson & James A. Robinson, 2002. "Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1231-1294.
    17. Demombynes, Gabriel & Ozler, Berk, 2005. "Crime and local inequality in South Africa," Journal of Development Economics, Elsevier, vol. 76(2), pages 265-292, April.
    18. Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2014. "The Political Legacy of American Slavery," Working Paper Series rwp14-057, Harvard University, John F. Kennedy School of Government.
    19. repec:eee:labchp:v:3:y:1999:i:pc:p:3529-3571 is not listed on IDEAS
    20. Leopoldo Fergusson & Juan F. Vargas & Mauricio A. Vela, 2013. "Sunlight Disinfects? Free Media in Weak Democracies," Documentos CEDE 10487, Universidad de los Andes, Facultad de Economía, CEDE.
    21. Timothy G. Conley & Christian B. Hansen & Peter E. Rossi, 2012. "Plausibly Exogenous," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 260-272, February.
    22. Soares, Rodrigo R. & Assunção, Juliano J. & Goulart, Tomás F., 2012. "A note on slavery and the roots of inequality," Journal of Comparative Economics, Elsevier, vol. 40(4), pages 565-580.
    23. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "Inequality and Violent Crime," Journal of Law and Economics, University of Chicago Press, vol. 45(1), pages 1-40, April.
    24. Chintrakarn, Pandej & Herzer, Dierk, 2012. "More inequality, more crime? A panel cointegration analysis for the United States," Economics Letters, Elsevier, vol. 116(3), pages 389-391.
    25. Chiu, W. Henry & Madden, Paul, 1998. "Burglary and income inequality," Journal of Public Economics, Elsevier, vol. 69(1), pages 123-141, July.
    26. Bertocchi, Graziella & Dimico, Arcangelo, 2012. "The racial gap in education and the legacy of slavery," Journal of Comparative Economics, Elsevier, vol. 40(4), pages 581-595.
    27. François Bourguignon & Jairo Nuñez & Fabio Sanchez, 2003. "A Structural Model of Crime and Inequality in Colombia," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 440-449, 04/05.
    28. Eric Neumayer, 2005. "Inequality and Violent Crime: Evidence from Data on Robbery and Violent Theft," Journal of Peace Research, Peace Research Institute Oslo, vol. 42(1), pages 101-112, January.
    29. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    30. 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.
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    Cited by:

    1. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Jorge Tamayo & Nicolas Torres, 2023. "Formal Employment and Organised Crime: Regression Discontinuity Evidence from Colombia," The Economic Journal, Royal Economic Society, vol. 133(654), pages 2427-2448.
    2. Aldenis Vásquez & Rafael Alvarado & Brayan Tillaguango & Cem Işık & Muntasir Murshed, 2023. "Impact of Social and Institutional Indicators on the Homicide Rate in Ecuador: An Analysis Using Advanced Time Series Techniques," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 1-22, September.
    3. Felipe Santos‐Marquez & Carlos Mendez, 2021. "Regional convergence, spatial scale, and spatial dependence: Evidence from homicides and personal injuries in Colombia 2010–2018," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1162-1184, August.
    4. Bebonchu Atems, 2020. "Identifying the Dynamic Effects of Income Inequality on Crime," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 751-782, August.
    5. Manea, Roxana Elena & Piraino, Patrizio & Viarengo, Martina, 2023. "Crime, inequality and subsidized housing: Evidence from South Africa," World Development, Elsevier, vol. 168(C).
    6. Melissa Rubio-Ramos, 2022. "From Plantations to Prisons: The Race Gap in Incarceration After the Abolition of Slavery in the U.S," ECONtribute Discussion Papers Series 195, University of Bonn and University of Cologne, Germany.
    7. Pablo Ponce & José Álvarez-García & Mary Cumbicus & María de la Cruz del Río-Rama, 2021. "Spatial Externalities of Income Inequality on Security in Latin America," Mathematics, MDPI, vol. 9(3), pages 1-19, January.

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    More about this item

    Keywords

    Educación; Economía; Equidad e inclusión social; Investigación socioeconómica; Pobreza; Seguridad;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • N36 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Latin America; Caribbean

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