We report the evidence of a multi-stage lab experiment on individual decision- making under ambiguity, where the latter is characterized by the (partial or) absence of information on some monetary values in the support of the lottery dis- tributions. This complements the standard treatment of uncertainty where decision- makers know the monetary prizes, but probabilities are uncertain. We use both a structural and a non-structural approach when analyzing subjects’ behavior under risk, compound risk and, outcome ambiguity. Our main finding is that subjects are risk-averse and ambiguity lovers in that they evaluate more optimistically uncertain payoffs under ambiguity compared to compound risk. We also study how subjects evaluate scenarios with uncertain outcomes: 60% of choices are consistent with the Expected Utility paradigm, while 40% of them are better described by a heu- ristic we label as “naïve,” in which the order of integration of Expected Utility is reversed (that is, they first form a point estimate of the uncertain payoffs, and then they evaluate the lotteries’ expected utility). Finally, we also find that risk and ambiguity aversion are positively correlated.
Alonso, Judit; Herrero, Carmen; Ponti, Giovanni Benedetto; Topazio, Diletta. (9999). An experiment on outcome uncertainty. JOURNAL OF RISK AND UNCERTAINTY, (ISSN: 1573-0476), 1-25. Doi: 10.1007/s11166-022-09395-8.
An experiment on outcome uncertainty
Giovanni Ponti
Membro del Collaboration Group
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In corso di stampa
Abstract
We report the evidence of a multi-stage lab experiment on individual decision- making under ambiguity, where the latter is characterized by the (partial or) absence of information on some monetary values in the support of the lottery dis- tributions. This complements the standard treatment of uncertainty where decision- makers know the monetary prizes, but probabilities are uncertain. We use both a structural and a non-structural approach when analyzing subjects’ behavior under risk, compound risk and, outcome ambiguity. Our main finding is that subjects are risk-averse and ambiguity lovers in that they evaluate more optimistically uncertain payoffs under ambiguity compared to compound risk. We also study how subjects evaluate scenarios with uncertain outcomes: 60% of choices are consistent with the Expected Utility paradigm, while 40% of them are better described by a heu- ristic we label as “naïve,” in which the order of integration of Expected Utility is reversed (that is, they first form a point estimate of the uncertain payoffs, and then they evaluate the lotteries’ expected utility). Finally, we also find that risk and ambiguity aversion are positively correlated.| File | Dimensione | Formato | |
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