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A New Look at Racial Profiling: Evidence from the Boston Police Department

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Author Info
Kate L. Antonovics
Brian G. Knight

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Abstract

This paper provides new evidence on the role of preference-based versus statistical discrimination in racial profiling using a unique data set that includes the race of both the driver and the officer. We first generalize the model presented in Knowles, Persico and Todd (2001) and show that the fundamental insight that allows them to distinguish between statistical discrimination and preference-based discrimination depends on the specialized shapes of the best response functions in their model. Thus, the test that they employ is not robust to a range of alternative modeling assumptions. However, we also show that if statistical discrimination alone explains differences in the rate at which the vehicles of drivers of different races are searched, then search decisions should be independent of officer race. We then test this prediction using data from the Boston Police Department. Consistent with preference-based discrimination, our baseline results demonstrate that officers are more likely to conduct a search if the race of the officer differs from the race of the driver. We then investigate and rule out two alternative explanations for our findings: race-based informational asymmetries between officers and the assignment of officers to neighborhoods.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 10634.

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Date of creation: Jul 2004
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Handle: RePEc:nbr:nberwo:10634

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K0 - Law and Economics - - General
H0 - Public Economics - - General

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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. David Bjerk, 2004. "Racial Profiling, Statistical Discrimination, and the Effect of a Colorblind Policy on the Crime Rate," Department of Economics Working Papers 2004-11, McMaster University. [Downloadable!]
    Other versions:
  2. John Knowles & Nicola Persico & Petra Todd, 2001. "Racial Bias in Motor Vehicle Searches: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 109(1), pages 203-232, February. [Downloadable!] (restricted)
    Other versions:
  3. Shamena Anwar & Hanming Fang, 2004. "An Alternative Test of Racial Prejudice in Motor Vehicle Searches: Theory and Evidence," Cowles Foundation Discussion Papers 1464, Cowles Foundation, Yale University. [Downloadable!]
    Other versions:
  4. Jeff Dominitz, 2003. "How Do the Laws of Probability Constrain Legislative and Judicial Efforts to Stop Racial Profiling?," American Law and Economics Review, Oxford University Press, vol. 5(2), pages 412-432, August.
  5. repec:bep:eapcon:v:3:y:2004:i:1:p:1310-1310 is not listed on IDEAS
  6. Yatchew, Adonis & Griliches, Zvi, 1985. "Specification Error in Probit Models," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 134-39, February. [Downloadable!] (restricted)
  7. Rubén Hernández-Murillo & John Knowles, 2004. "Racial Profiling Or Racist Policing? Bounds Tests In Aggregate Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 959-989, 08. [Downloadable!] (restricted)
    Other versions:
  8. Kenneth Arrow, 1971. "The Theory of Discrimination," Working Papers 403, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
  9. Donohue, John J, III & Levitt, Steven D, 2001. "The Impact of Race on Policing and Arrests," Journal of Law & Economics, University of Chicago Press, vol. 44(2), pages 367-94, October.
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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. Jeff Dominitz & John Knowles, 2005. "Crime Minimization and Racial Bias: What Can We Learn From Police Search Data?," PIER Working Paper Archive 05-019, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
    Other versions:
  2. Price, Joseph & Wolfers, Justin, 2007. "Racial Discrimination Among NBA Referees," CEPR Discussion Papers 6369, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  3. Caitlin Knowles Myers, 2005. "Discrimination as a Competitive Device: The Case of Local Television News," IZA Discussion Papers 1802, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  4. Andrew Leigh & Tirta Susilo, 2008. "Is Voting Skin-Deep? Estimating the Effect of Candidate Ballot Photographs on Election Outcomes," CEPR Discussion Papers 583, Centre for Economic Policy Research, Research School of Social Sciences, Australian National University. [Downloadable!]
    Other versions:
  5. repec:bep:rlecon:3:2007:2:5 is not listed on IDEAS
  6. Justin McCrary, 2006. "The Effect of Court-Ordered Hiring Quotas on the Composition and Quality of Police," NBER Working Papers 12368, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  7. repec:bep:eapcon:v:3:y:2004:i:1:p:1310-1310 is not listed on IDEAS
  8. Mason, Patrick L., 2007. "Driving while black: do police pass the test?," MPRA Paper 11328, University Library of Munich, Germany. [Downloadable!]
  9. Justin McCrary, 2007. "The Effect of Court-Ordered Hiring Quotas on the Composition and Quality of Police," American Economic Review, American Economic Association, vol. 97(1), pages 318-353, March. [Downloadable!]
  10. Nicola Persico & Petra Todd, 2005. "Using Hit Rates to Test for Racial Bias in Law Enforcement: Vehicle Searches in Wichita," PIER Working Paper Archive 05-004, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania. [Downloadable!]
  11. repec:bep:eaptop:v:6:y:2006:i:1:p:1538-1538 is not listed on IDEAS
  12. Laura Giuliano & David I. Levine & Jonathon Leonard, . "An Analysis of Quits, Dismissals, and Promotions at a Large Retail Firm," Working Papers 0721, University of Miami, Department of Economics. [Downloadable!]
  13. Shamena Anwar & Hanming Fang, 2004. "An Alternative Test of Racial Prejudice in Motor Vehicle Searches: Theory and Evidence," Cowles Foundation Discussion Papers 1464, Cowles Foundation, Yale University. [Downloadable!]
    Other versions:
  14. Cory Koedel & Julian R. Betts & Lorien A. Rice & Andrew C. Zau, 2009. "The Social Cost of Open Enrollment as a School Choice Policy," Working Papers 0906, Department of Economics, University of Missouri. [Downloadable!]
  15. Nicola Persico & Petra Todd, 2004. "Using Hit Rate Tests to Test for Racial Bias in Law Enforcement: Vehicle Searches in Wichita," NBER Working Papers 10947, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  16. Marco Castillo & Ragan Petrie, 2007. "Discrimination in the Warplace: Evidence from a Civil War in Peru," Experimental Economics Center Working Paper Series 2007-10, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University. [Downloadable!]
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