Abstract
We conducted quasi-field experiments in Chinese brokerage houses to investigate how investors react to ambiguity relative to quantifiable risks and the degree of heterogeneity in these reactions. Our experiment consists of three sections; a background survey; individual self-reports of emotional states; and a series of individual portfolio choice questions involving ambiguous assets and assets with a known probability of success. We calculate an index of ambiguity aversion that controls for risk aversion through a series of simple choices and demonstrate its outside validity. We find a significant degree of heterogeneity in ambiguity attitudes and discuss some demographic or emotional factors that might contribute to this heterogeneity. We also discuss the correlation between ambiguity attitudes and risk attitudes. By conducting these experiments in China, we were able to measure the degree of ambiguity aversion among a sample of experienced and accessible investors who face ambiguous decisions on a daily basis.
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References
Ahn D, Choi S, Gale D, Kariv S (2011) Estimating ambiguity aversion in a portfolio choice experiment. Working Paper.
Anagol S, Bennett S, Bryan G, Davenport T, Hite N, Karlan D, Lagunes P, McConnell M (2008) There’s something about ambiguity. Working Paper.
Bossaerts P, Ghirardato P, Guarnaschelli S, Zame W (2010) Ambiguity in asset markets: theory and experiments. Rev Financ Stud 23(4): 1325–1359
Camerer C, Weber M (1992) Recent developments in modeling preferences: uncertainty and ambiguity. J Risk Uncertain 5: 325–370
Cao HH, Wang T, Zhang HH (2005) Model uncertainty, limited market participation, and asset prices. Rev Financ Stud 18(4): 1219–1251
Charness G, Gneezy U (2003) Portfolio choice and risk attitudes: an experiment. Econ Inquiry 48(1): 133–146
Chen Y, Katuščák P, Ozdenoren E (2007) Sealed bid auctions with ambiguity: theory and experiments. J Econ Theory 136: 513–535
Cohen M, Tallon J-M, Vergnaud J-C (2011) An experimental investigation of imprecison attitude and its relation with risk attitude and impatience. Theory Decis 71(1): 81–109
Easley D, O’Hara M (2009) Ambiguity and nonparticipation: the role of regulation. Rev Financ Stud 22(5): 1817–1843
Ellsberg D (1961) Risk, ambiguity and the savage axioms. Q J Econ 75: 643–669
Engle-Warnick J, Escobal J, Laszlo S (2007) Ambiguity aversion as a predictor of technology choice: experimental evidence from Peru. Working Paper.
Feng L, Seasholes MS (2008) Individual investors and gender similarities in an emerging stock market. Pacific-Basin Finance J 16(1–2): 44–60
Fox CR, Tversky A (1995) Ambiguity aversion and comparative ignorance. Q J Econ 110(3): 585–603
Ghirardato P, Maccheroni F, Marinacci M (2004) Differentiating ambiguity and ambiguity attitude. J Econ Theory 118: 133–173
Gilboa I, Schmeidler D (1989) Maxmin expected utility with a non-unique prior. J Math Econ 18: 141–153
Halevy Y (2007) Ellsberg revisited: an experimental study. Econometrica 75(2): 503–536
Hopfensitz A, van Winden F (2008) Dynamic choice, independence and emotions. Theory Decis 64(2–3): 249–300
Hsu M, Bhatt M, Adolphs R, Trane D, Camerer C (2004) Neural systems responding to degrees of uncertainty in human decision-making. Science 310: 1680–1683
Kahneman D, Krueger AB, Schkade DA, Schwarz N, Stone AA (2004) A survey method for characterizing daily life experience: the day reconstruction method. Science 306(5702): 1776–1780
Knight FH (1921) Risk, uncertainty, and profit. Houghton Mifflin, Boston
Sarin RK, Weber M (1993) Effects of ambiguity in market experiments management. Science 39: 602–615
Schmeidler D (1989) Subjective probabilities and expected utility without additivity. Econometrica 57: 571–587
Spielberger CD, Gorsuch RL (1983) Manual for the state-trait anxiety inventory. Consulting Psychologists Press, Palo Alto
Spielberger CD, Gorsuch RL (1970) STAI manual for the state-trait anxiety inventory. Consulting Psychologists Press, Palo Alto
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Funding was provided by the Russell Sage Foundation and an NSF dissertation grant for Bei Zhang. We would like to thank Andrew Schotter, Guillaume Frechette, and Kfir Eliaz for many helpful discussions. Yan Chen, Yaw Nyarko, Chloe Tergiman, and Neslihan Uler also provided crucial feedback. Any errors that remain are our own.
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Potamites, E., Zhang, B. Heterogeneous ambiguity attitudes: a field experiment among small-scale stock investors in China. Rev Econ Design 16, 193–213 (2012). https://doi.org/10.1007/s10058-012-0125-7
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DOI: https://doi.org/10.1007/s10058-012-0125-7