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Crime Distribution and Victim Behavior during a Crime Wave

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Author Info
Rafael Di Tella () (Harvard Business School)
Sebastian Galiani () (Washington University in St. Louis -- Centro de Estudios Distributivos, Laborales y Sociales (CEDLAS) - Universidad Nacional de La Plata)
Ernesto Schargrodsky () (Universidad Torcuato Di Tella)

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Abstract

The study of how crime affects different income groups faces several difficulties. The first is that crime-avoiding activities vary across income groups. Thus, a lower victimization rate in one group may not reflect a lower burden of crime, but rather a higher investment in avoiding crime. A second difficulty is that, typically, only a small fraction of the population is victimized so that empirical tests often lack the statistical power to detect differences across groups. We take advantage of a dramatic increase in crime rates in Argentina during the late 1990s to document several interesting patterns. First, the increase in victimization experienced by the poor is larger than the increase endured by the rich. The difference appears large: low-income people have experienced increases in victimization rates that are almost 50 percent higher than those suffered by high-income people. Second, for home robberies, where the rich can protect themselves (by hiring private security, for example), we find significantly larger increases in victimization rates amongst the poor. In contrast, for robberies on the street, where the rich can only mimic the poor, we find similar increases in victimization for both income groups. Third, we document direct evidence on pecuniary and non-pecuniary protection activities by both the rich and poor, ranging from the avoidance of dark places to the hiring of private security. Fourth, we show the correlations between changes in protection and mimicking and changes in crime victimization. Fifth, we offer one possible way of using these estimates to explain the incidence of crime across income groups.

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Publisher Info
Paper provided by CEDLAS, Universidad Nacional de La Plata in its series Working Papers with number 0044.

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Length: 43 pages
Date of creation: Dec 2006
Date of revision:
Handle: RePEc:dls:wpaper:0044

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Related research
Keywords: Victimization; income distribution; private security; victim adaptation.;

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Find related papers by JEL classification:
K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

This paper has been announced in the following NEP Reports:

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "Inequality and Violent Crime," Journal of Law & Economics, University of Chicago Press, vol. 45(1), pages 1-40, April.
  2. Steven D. Levitt, 1999. "The changing relationship between income and crime victimization," Economic Policy Review, Federal Reserve Bank of New York, issue Sep, pages 87-98. [Downloadable!]
  3. Soares, Rodrigo R., 2004. "Development, crime and punishment: accounting for the international differences in crime rates," Journal of Development Economics, Elsevier, vol. 73(1), pages 155-184, February. [Downloadable!] (restricted)
  4. Steven Shavell, 1990. "Individual Precautions to Prevent Theft: Private Versus Socially OptimalBehavior," NBER Working Papers 3560, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Witte, Ann Dryden, 1980. "Estimating the Economic Model of Crime with Individual Data," The Quarterly Journal of Economics, MIT Press, vol. 94(1), pages 57-84, February. [Downloadable!] (restricted)
  6. Victor Lavy, 2002. "Evaluating the Effect of Teachers' Group Performance Incentives on Pupil Achievement," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1286-1317, December. [Downloadable!] (restricted)
  7. Freeman, Richard B, 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. [Downloadable!] (restricted)
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  8. Pedro DalBo & Ernesto DalBo, 2004. "Workers, Warriors and Criminals: Social Conflict in General Equilibrium," Working Papers 2004-11, Brown University, Department of Economics. [Downloadable!]
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  9. Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-65, May-June. [Downloadable!] (restricted)
  10. Gary S. Becker, 1968. "Crime and Punishment: An Economic Approach," Journal of Political Economy, University of Chicago Press, vol. 76, pages 169. [Downloadable!] (restricted)
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  11. Ian Ayres & Steven D. Levitt, 1998. "Measuring Positive Externalities From Unobservable Victim Precaution: An Empirical Analysis Of Lojack," The Quarterly Journal of Economics, MIT Press, vol. 113(1), pages 43-77, February. [Downloadable!] (restricted)
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  12. Gaviria, Alejandro & Pages, Carmen, 2002. "Patterns of crime victimization in Latin American cities," Journal of Development Economics, Elsevier, vol. 67(1), pages 181-203, February. [Downloadable!] (restricted)
  13. Lott, John R, Jr & Mustard, David B, 1997. "Crime, Deterrence, and Right-to-Carry Concealed Handguns," Journal of Legal Studies, University of Chicago Press, vol. 26(1), pages 1-68, January.
  14. 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. [Downloadable!] (restricted)
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  15. Mark Duggan, 2001. "More Guns, More Crime," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 1086-1114, October. [Downloadable!] (restricted)
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  16. Edward L. Glaeser & Bruce Sacerdote, 1999. "Why Is There More Crime in Cities?," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages S225-S258, December. [Downloadable!] (restricted)
  17. 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. [Downloadable!]
  18. Julie Berry Cullen & Steven D. Levitt, 1999. "Crime, Urban Flight, And The Consequences For Cities," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 159-169, May. [Downloadable!] (restricted)
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  19. Galiani, Sebastian & Gertler, Paul & Schargrodsky, Ernesto, 2008. "School decentralization: Helping the good get better, but leaving the poor behind," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2106-2120, October. [Downloadable!] (restricted)
Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Ricardo Bebczuk, 2009. "SME Access to Credit in Guatemala and Nicaragua: Challenging Conventional Wisdom with New Evidence," Working Papers 0080, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  2. Ricardo N. Bebczuk, 2008. "Dolarización y Pobreza en Ecuador," Working Papers 0066, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  3. Ricardo Bebczuk & Francisco Haimovich, 2007. "MDGs and Microcredit: An Empirical Evaluation for Latin American Countries," Working Papers 0048, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  4. Sebastian Galiani & Federico Weinschelbaum, 2007. "Modeling Informality Formally: Households and Firms," Working Papers 0047, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  5. Walter Sosa Escudero & Anil K. Bera, 2008. "Tests for Unbalanced Error Component Models Under Local Misspecication," Working Papers 0065, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  6. Paula Giovagnoli, 2007. "Failures in school progression," Working Papers 0050, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  7. Diego Battiston & Francisco Franchetti, 2008. "Inequality in Health Coverage, Empirical Analysis with Microdata for Argentina 2006," Working Papers 0063, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  8. Mariana Marchionni & Germán Bet & Ana Pacheco, 2007. "Empleo, Educación y Entorno Social de los Jóvenes: Una Nueva Fuente de Información," Working Papers 0061, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
  9. Leopoldo Tornarolli & Adriana Conconi, 2007. "Informalidad y Movilidad Laboral: Un Análisis Empírico para Argentina," Working Papers 0059, CEDLAS, Universidad Nacional de La Plata. [Downloadable!]
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