Decision making under risk in Deal or No Deal
We analyse the choices of 399 contestants in the Australian version of the television game show Deal or No Deal. We calculate risk aversion bounds for each contestant, revealing considerable heterogeneity. We then estimate a structural stochastic choice model that captures the dynamic decision problem faced by contestants. To address individual heterogeneity, we nest the dynamic problem within the settings of both a random effects and a random coefficients probit model. Our structural model produces plausible estimates of risk aversion, confirms the role of individual heterogeneity and suggests that a model of stochastic choice is indeed appropriate. We find mixed evidence of greater risk aversion by females. We also examine generalizations to expected utility theory, finding that the rank-dependent utility model adds non-negligible explanatory power and indicates optimism in probability weighting. Finally, we test, but are unable to confirm, the existence of an endowment effect for lotteries. Copyright © 2009 John Wiley & Sons, Ltd.
Volume (Year): 25 (2010)
Issue (Month): 6 ()
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- Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, vol. 66(3), pages 497-528, May.
- Machina, Mark J, 1987. "Choice under Uncertainty: Problems Solved and Unsolved," Journal of Economic Perspectives, American Economic Association, vol. 1(1), pages 121-154, Summer.
- Cary Deck & Jungmin Lee & Javier Reyes, 2008. "Risk attitudes in large stake gambles: evidence from a game show," Applied Economics, Taylor & Francis Journals, vol. 40(1), pages 41-52.
- Yaari, Menahem E, 1987. "The Dual Theory of Choice under Risk," Econometrica, Econometric Society, vol. 55(1), pages 95-115, January.
- Beetsma, Roel & Schotman, Peter C, 1998.
"Measuring Risk Attitudes in a Natural Experiment: Data from the Television Game Show LINGO,"
CEPR Discussion Papers
1893, C.E.P.R. Discussion Papers.
- Beetsma, Roel M W J & Schotman, Peter C, 2001. "Measuring Risk Attitudes in a Natural Experiment: Data from the Television Game Show Lingo," Economic Journal, Royal Economic Society, vol. 111(474), pages 821-848, October.
- Beetsma, R.M.W.J. & Schotman, P.C., 1998. "Measuring Risk Attitudes in a Natural Experiment: Data from The Television Game Show LINGO," Papers 98-48, Southern California - School of Business Administration.
- Hey, John D & Orme, Chris, 1994. "Investigating Generalizations of Expected Utility Theory Using Experimental Data," Econometrica, Econometric Society, vol. 62(6), pages 1291-1326, November.
- Matthew Rabin, 2000.
"Risk Aversion and Expected-Utility Theory: A Calibration Theorem,"
Econometric Society, vol. 68(5), pages 1281-1292, September.
- Rabin, Matthew, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Department of Economics, Working Paper Series qt731230f8, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Matthew Rabin, 2001. "Risk Aversion and Expected Utility Theory: A Calibration Theorem," Levine's Working Paper Archive 7667, David K. Levine.
- Matthew Rabin, 2001. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Method and Hist of Econ Thought 0012001, EconWPA.
- Matthew Rabin., 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Economics Working Papers E00-279, University of California at Berkeley.
- Zvi Safra & Uzi Segal, 2008.
"Calibration Results for Non-Expected Utility Theories,"
Boston College Working Papers in Economics
682, Boston College Department of Economics.
- Zvi Safra & Uzi Segal, 2008. "Calibration Results for Non-Expected Utility Theories," Econometrica, Econometric Society, vol. 76(5), pages 1143-1166, 09.
- Zvi Safra & Uzi Segal, 2006. "Calibration Results for Non-Expected Utility Theories," Boston College Working Papers in Economics 645, Boston College Department of Economics.
- Chris Starmer, 2000. "Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk," Journal of Economic Literature, American Economic Association, vol. 38(2), pages 332-382, June.
- Ignacio Palacios-Huerta & Roberto Serrano & Oscar Volij, 2003.
"Rejecting Small Gambles Under Expected Utility,"
Economics Working Papers
0032, Institute for Advanced Study, School of Social Science.
- Thierry Post & Martijn J. van den Assem & Guido Baltussen & Richard H. Thaler, 2008. "Deal or No Deal? Decision Making under Risk in a Large-Payoff Game Show," American Economic Review, American Economic Association, vol. 98(1), pages 38-71, March.
- Healy, Paul & Noussair, Charles, 2004.
"Bidding behavior in the price is right game: an experimental study,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 54(2), pages 231-247, June.
- Healy, P. & Noussair, C., 2000. "Bidding Behavior in the Price is Right Game: an Experimental Study," Purdue University Economics Working Papers 1132, Purdue University, Department of Economics.
- Metrick, Andrew, 1995. "A Natural Experiment in "Jeopardy!"," American Economic Review, American Economic Association, vol. 85(1), pages 240-253, March.
- Neilson, William S, 1998. "Reference Wealth Effects in Sequential Choice," Journal of Risk and Uncertainty, Springer, vol. 17(1), pages 27-47, October.
- Fabrizio Botti & Anna Conte & Daniela T. Di Cagno & Carlo D'Ippoliti, "undated".
"Risk attitude in real decision proBLEMs,"
144, Dipartimento di Economia e Finanza, LUISS Guido Carli.
- Pavlo Blavatskyy & Ganna Pogrebna, 2006. "Testing the Predictions of Decision Theories in a Natural Experiment When Half a Million Is at Stake," IEW - Working Papers 291, Institute for Empirical Research in Economics - University of Zurich.
- Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
- Bennett, Randall W. & Hickman, Kent A., 1993. "Rationality and the 'price is right'," Journal of Economic Behavior & Organization, Elsevier, vol. 21(1), pages 99-105, May.
- Connel Fullenkamp & Rafael Tenorio & Robert Battalio, 2003. "Assessing Individual Risk Attitudes Using Field Data From Lottery Games," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 218-226, February.
- Rafael Tenorio & Timothy N. Cason, 2002. "To Spin or Not to Spin? Natural and Laboratory Experiments from "The Price is Right"," Economic Journal, Royal Economic Society, vol. 112(476), pages 170-195, January.
- Robert Gertner, 1993. "Game Shows and Economic Behavior: Risk-Taking on "Card Sharks"," The Quarterly Journal of Economics, Oxford University Press, vol. 108(2), pages 507-521.
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