Holt, Charles and Kydd, Andrew and Razzolini, Laura and Sheremeta, Roman (2014): The Paradox of Misaligned Profiling: Theory and Experimental Evidence. Forthcoming in: Journal of Conflict Resolution
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Abstract
This paper implements an experimental test of a game-theoretic model of equilibrium profiling. Attackers choose a demographic “type” from which to recruit, and defenders choose which demographic types to search. Some types are more reliable than others in the sense of having a higher probability of carrying out a successful attack if they get past the security checkpoint. In a Nash equilibrium, defenders tend to profile by searching the more reliable attacker types more frequently, whereas the attackers tend to send less reliable types. Data from laboratory experiments with financially motivated human subjects are consistent with the qualitative patterns predicted by theory. However, we also find several interesting behavioral deviations from the theory.
Item Type: | MPRA Paper |
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Original Title: | The Paradox of Misaligned Profiling: Theory and Experimental Evidence |
Language: | English |
Keywords: | terrorism, profiling, game theory, laboratory experiment |
Subjects: | C - Mathematical and Quantitative Methods > C7 - Game Theory and Bargaining Theory > C72 - Noncooperative Games C - Mathematical and Quantitative Methods > C9 - Design of Experiments > C91 - Laboratory, Individual Behavior J - Labor and Demographic Economics > J1 - Demographic Economics > J16 - Economics of Gender ; Non-labor Discrimination |
Item ID: | 56508 |
Depositing User: | Roman Sheremeta |
Date Deposited: | 09 Jun 2014 05:46 |
Last Modified: | 26 Sep 2019 20:30 |
References: | Antonovics, K., and Knight, B.G. (2009). A New Look at Racial Profiling: Evidence from the Boston Police Department. Review of Economics and Statistics, 91, 163-177. Avrahami, J., Güth, W., and Kareev, Y. (2005). Games of Competition in a Stochastic Environment. Theory and Decision, 59, 255-294. Barak-Erez, D. (2007). Terrorism and Profiling: Shifting the Focus from Criteria to Effects. Columbia Law Review, 29, 1-9. Barnes, K., and Gross, S. (2002). Road Work: Racial Profiling and Drug Interdiction on the Highway. Michigan Law Review, 101, 653-754. Basuchoudhary, A., and Razzolini, L. (2006). Hiding in Plain Sight – Using Signals to Detect Terrorists. Public Choice, 128, 245-255. Chiappori, P. A., Levitt, S., and Groseclose, T. (2002). Testing Mixed-Strategy when Players are Heterogeneous: The Case of Penalty Kicks in Soccer. American Economic Review, 92, 1138-1151. Chowdhury, S.M., Kovenock, D., and Sheremeta, R.M. (2013). An Experimental Investigation of Colonel Blotto Games. Economic Theory, 52, 833-861. Crawford, V.P., and Iriberri, N. (2007). Fatal Attraction: Salience, Naivete, and Sophistication in Experimental Hide-and-Seek Games. American Economic Review, 97, 1731-1750. Crawford, V.P., Costa-Gomes, M.A., and Iriberri, N. (2013). Structural Models of Nonequilibrium Strategic Thinking: Theory, Evidence, and Applications. Journal of Economic Literature, 51, 5-62. Dechenaux, E., Kovenock, D., and Sheremeta, R.M. (2014). A Survey of Experimental Research on Contests, All-Pay Auctions and Tournaments. Experimental Economics, forthcoming. Deck, C., and Sheremeta, R.M. (2012). Fight or Flight? Defending Against Sequential Attacks in the Game of Siege. Journal of Conflict Resolution, 56, 1069-1088. Ellmann, S. (2003). Racial Profiling and Terrorism. New York Law School Review, 46, 675-730. Goeree, J.K., and Holt, C.A. (2001). Ten Little Treasures of Game Theory and Ten Intuitive Contradictions. American Economic Review, 91, 1402-1422. Goeree, J.K., Holt, C.A. and Palfrey, T.R. (2003). Risk Averse Behavior in Asymmetric Matching Pennies Games. Games and Economic Behavior, 45, 97-113. Goeree, J.K., Holt, C.A. and Palfrey, T.R. (2005). Regular Quantal Response Equilibrium. Experimental Economics, 8, 347-367. Harcourt, B.E. (2007). Muslim Profiles Post-9/11: Is Racial Profiling and Effective Counter Terrorist Measure and Does it Violate the Right to be Free from Discrimination? In B. J. Gould and L. Lazarus, Eds., Security and Human Rights. Oxford: Hart Publishing, 73-98. Heymann, P.B., and Kayyem, J.N. (2005). Protecting Liberty in an Age of Terror. Cambridge, MA: MIT Press. Holt, C.A., Kydd, A., Razzolini, L., and Sheremeta, R.M. (2011). Theory and Experiments on Profiling and Terrorism. Draft NSF Proposal. Kahneman, D., & Tversky, A. (1979). Prospect Theory: An Analysis of Decision under Risk. Econometrica, 47, 263-291. Knowles, J., Persico, N., and Todd, P. (2001). Racial Bias in Motor Vehicle Searches: Theory and Evidence. Journal of Political Economy, 109, 203-229. Kovenock, D., Roberson, B., and Sheremeta, R.M. (2010). The Attack and Defense of Weakest-Link Networks. Chapman University, Working Paper. Kydd, A. (2011). Terrorism and Profiling. Terrorism and Political Violence, 23, 458-73. McKelvey, R., and Palfrey, T. (1995). Quantal Response Equilibria for Normal Form Games. Games and Economic Behavior, 10, 6-38. Rubinstein, A., Tversky, A., and Heller, D. (1996). Naive Strategies in Competitive Games. In Albers, W., W. Guth, P. Hammerstein, B. Moldovanu and E. van Damme, Eds., Understanding Strategic Interaction - Essays in Honor of Reinhard Selten, Springer-Verlag, 394-402. Sandler, T., and Arce, D.G. (2007). Terrorism: a game-theoretic approach. In T. Sandler and K. Hartley, Eds., Handbook of Defense Economics: Defense in a Globalized World, vol. 2, Amsterdam: North-Holland. Sheremeta, R.M. (2013). Overbidding and Heterogeneous Behavior in Contest Experiments. Journal of Economic Surveys, 27, 491-514. Stahl, D., and Wilson, P. (1994). Experimental Evidence on Players’ Models of Other Players. Journal of Economic Behavior and Organization, 25, 309-327. Stahl, D., and Wilson, P. (1995). On Players’ Models of Other Players: Theory and Experimental Evidence. Games and Economic Behavior, 10, 218-254. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/56508 |