The “bomb” risk elicitation task

Springer Science and Business Media LLC - Tập 47 - Trang 31-65 - 2013
Paolo Crosetto1, Antonio Filippin2,3
1Max Planck Institute of Economics, Jena, Germany
2Department of Economics,, University of Milan,, Milano, Italy
3Institute for the Study of Labor (IZA), Bonn, Germany

Tóm tắt

This paper presents the Bomb Risk Elicitation Task (BRET), an intuitive procedure aimed at measuring risk attitudes. Subjects decide how many boxes to collect out of 100, one of which contains a bomb. Earnings increase linearly with the number of boxes accumulated but are zero if the bomb is also collected. The BRET requires minimal numeracy skills, avoids truncation of the data, allows the precise estimation of both risk aversion and risk seeking, and is not affected by the degree of loss aversion or by violations of the Reduction Axiom. We validate the BRET, test its robustness in a large-scale experiment, and compare it to three popular risk elicitation tasks. Choices react significantly only to increased stakes, and are sensible to wealth effects. Our experiment rationalizes the gender gap that often characterizes choices under uncertainty by means of a higher loss rather than risk aversion.

Tài liệu tham khảo

Becker, G., DeGroot, M., Marschak, J. (1964). Measuring utility by a single-response sequential method. Behavioral Science, 9, 226–236. Bernasconi, M., & Loomes, G. (1992). Failures of the reduction principle in an Ellsberg-type problem. Theory and Decision, 32(1), 77–100. Blais, A.-R., & Weber, E.U. (2006). A domain-specific risk-taking (DOSPERT) scale for adult populations. Judgment and Decision Making, 1, 33–47. Booij, A., & de Kuilen, G.V. (2009). A parameter-free analysis of the utility of money for the general population under prospect theory. Journal of Economic Psychology, 30(4), 651–666. Brooks, P., & Zank, H. (2005). Loss averse behavior. Journal of Risk and Uncertainty, 31(3), 301–325. Charness, G., & Gneezy, U. (2010). Portfolio choice and risk attitudes: an experiment. Economic Inquiry, 48(1), 133–146. Charness, G., & Gneezy, U. (2012). Strong evidence for gender differences in risk taking. Journal of Economic Behavior & Organization, 83(1), 50–58. Cox, J.C., Roberson, B., Smith, V.L. (1982). Theory and behavior of single object auctions. Greenwich: JAI Press. Crosetto, P., & Filippin, A. (2013). A theoretical and experimental appraisal of five risk elicitation methods. Jena Economic Research Paper 2013-009. Jena: Friedrich-Schiller University and the Max-Planck-Institute of Economics. Croson, R., & Gneezy, U. (2009). Gender differences in preferences. Journal of Economic Literature, 47(2), 448–74. Dave, C., Eckel, C., Johnson, C., Rojas, C. (2010). Eliciting risk preferences: when is simple better? Journal of Risk and Uncertainty, 41(3), 219–243. Dohmen, T., Falk, A., Huffman, D., Sunde, U., Schupp, J., Wagner, G.G. (2011). Individual risk attitudes: measurement, determinants, and behavioral consequences. Journal of the European Economic Association, 9(3), 522–550. Eckel, C.C., & Grossman, P.J. (2002). Sex differences and statistical stereotyping in attitudes toward financial risk. Evolution and Human Behavior, 23(4), 281–295. Eckel, C., Weber, E., Wilson, R.K. (2003). Four ways to measure risk attitudes. Eckel, C.C., & Grossman, P.J. (2008a). Forecasting risk attitudes: an experimental study using actual and forecast gamble choices. Journal of Economic Behavior & Organization, 68(1), 1–17. Eckel, C.C., & Grossman, P.J. (2008b). Men, women and risk aversion: experimental evidence. Handbook of experimental economics results (Vol. 1, Ch. 113, pp. 1061–1073). Elsevier. Gaechter, S., Johnson, E.J., Herrmann, A. (2010). Individual-level loss aversion in riskless and risky choices. Discussion papers 2010-20, the centre for decision research and experimental economics. School of Economics: University of Nottingham. Garcia-Gallego, A., Georgantzis, N., Jaramillo-Gutiérrez, A., Parravano, M. (2012). The lottery-panel task for bi-dimensional parameter-free elicitation of risk attitudes. Tech. rep., Department of Economic Theory and Economic History of the University of Granada. Gneezy, U., & Potters, J. (1997). An experiment on risk taking and evaluation periods. The Quarterly Journal of Economics, 112(2), 631–45. Grether, D.M., & Plott, C.R. (1979). Economic theory of choice and the preference reversal phenomenon. American Economic Review, 69(4), 623–38. Halevy, Y. (2007). Ellsberg revisited: an experimental study. Econometrica, 75(2), 503–536. Harbaugh, W., Krause, K., Vesterlund, L. (2010). The fourfold pattern of risk attitudes in choice and pricing tasks. The Economic Journal, 120(545), 595–611. Harrison, G.W. (1990). Risk attitudes in first-price auction experiments: a Bayesian analysis. The Review of Economics and Statistics, 72(3), 541–46. Harrison, G.W., & Rutström, E.E. (2008). Risk aversion in the laboratory. In J.C. Cox, & G.W. Harrison (Eds.), Risk aversion in experiments (Vol. 12, pp. 41–196). Bingley: Emerald Group Publishing Limited. Harrison, G.W., & Swarthout, J.T. (2012). The independence axiom and the bipolar behaviorist. Experimental economics center working paper series 2012-01, experimental economics center. Andrew Young School of Policy Studies. Georgia State University. Unpublished working paper. Holt, C., & Laury, S. (2002). Risk aversion and incentive effects. American Economic Review, 92(5), 1644–1655. Holt, C.A., & Laury, S.K. (2005). Risk aversion and incentive effects: new data without order effects. American Economic Review, 95(3), 902–912. Kahneman, D., & Tversky, A. (1979). Prospect theory: an analysis of decision under risk. Econometrica, 47(2), 263–291. Kaivanto, K., & Kroll, E.B. (2011). Negative recency, randomization device choice, and reduction of compound lotteries. Working Paper Series in Economics 22, Karlsruhe Institute of Technology (KIT). Department of Economics and Business Engineering. Karni, E., & Safra, Z. (1987). Preference reversal and the observability of preferences by experimental methods. Econometrica, 55(3), 675–85. Lejuez, C., Read, J., Kahler, C., Richards, J., Ramsey, S., Stuart, G., Strong, D., Brown, R. (2002). Evaluation of a behavioral measure of risk taking: The Balloon Analogue Risk Task (BART). Journal of Experimental Psychology: Applied, 8(2), 75. Schmidt, U., & Traub, S. (2002). An experimental test of loss aversion. Journal of Risk and Uncertainty, 25(3), 233–49. Schubert, R., Brown, M., Gysler, M., Brachinger, H. (1999). Financial decision-making: are women really more risk-averse? American Economic Review, 89(2), 381–385. Tversky, A., & Kahneman, D. (1992). Advances in prospect theory: cumulative representation of uncertainty. Journal of Risk and Uncertainty, 5(4), 297–323. van Rossum, G. (1995). Python reference manual. CWI Report CS-R9525. von Neumann, J., & Morgenstern, O. (1944). Theory of games and economic behavior. Princeton: Princeton University Press. Wagner, G.G., Frick, J.R., Schupp, J. (2007). The german socio-economic panel study (soep): scope, evolution and enhancements. SOEP papers on multidisciplinary panel data research 1, The German Socio-Economic Panel (SOEP), DIW Berlin. Wakker, P., & Deneffe, D. (1996). Eliciting von Neumann-Morgenstern utilities when probabilities are distorted or unknown. Management Science, 42(8), 1131–1150.