TY - JOUR AU - Persico,Nicola AU - Todd,Petra TI - Using Hit Rate Tests to Test for Racial Bias in Law Enforcement: Vehicle Searches in Wichita JF - National Bureau of Economic Research Working Paper Series VL - No. 10947 PY - 2004 Y2 - December 2004 UR - http://www.nber.org/papers/w10947 L1 - http://www.nber.org/papers/w10947.pdf N1 - Author contact info: Nicola Persico Kellogg School of Business room 542 Jacobs Center 2001 Sheridan Road Evanston, IL 60208 Tel: (847)467-1796 E-Mail: nicola@nicolapersico.com Petra E. Todd Department of Economics University of Pennsylvania 3718 Locust Walk Philadelphia, PA 19104 Tel: 215/898-4084 Fax: 215/573-2057 E-Mail: ptodd@econ.upenn.edu AB - This paper considers the use of outcomes-based tests for detecting racial bias in the context of police searches of motor vehicles. It shows that the test proposed in Knowles, Persico and Todd (2001) can also be applied in a more general environment where police officers are heterogenous in their tastes for discrimination and in their costs of search and motorists are heterogeneous in their benefits and costs from criminal behavior. We characterize the police and motorist decision problems in a game theoretic framework and establish properties of the equilibrium. We also extend the model to the case where drivers' characteristics are mutable in the sense that drivers can adapt some of their characteristics to reduce the probability of being monitored. After developing the theory that justifies the application of outcomes-based tests, we apply the tests to data on police searches of motor vehicles gathered by the Wichita Police deparment. The empirical findings are consistent with the notion that police in Wichita choose their search strategies to maximize successful searches, and not out of racial bias. ER -