Separating attitudes towards money from attitudes towards probabilities: Stake effects and ambiguity as a test for prospect theory
AbstractProspect theory (PT) is the dominant descriptive theory of decision making under risk today. For the modeling of choices, PT relies on a psychologically founded separation of risk attitudes into attitudes towards outcomes, captured in a value function; and attitudes towards probabilities, captured in a probability weighting function. However, while it is theoretically sound, it is unclear whether this clear separation is reflected in actual choices. To test this, we designed two experiments. In the first experiment, we elicit the value and probability weighting functions both under known and unknown probabilities. The results support PT and show that the value function is unaffected by the nature of the probabilities, which only affects probability weighting. More in general, this finding supports theories that represent ambiguity attitudes through probability transformations rather than utility transformations. In the second experiment, we examine the effects of an increase in stakes on risk attitudes. We find that the stake increase is not reflected in the value function, but rather in the weighting function, thus contradicting PT's prediction. --
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Bibliographic InfoPaper provided by Social Science Research Center Berlin (WZB) in its series Discussion Papers, WZB Junior Research Group Risk and Development with number SP II 2013-401.
Date of creation: 2013
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prospect theory; value functions; probability weighting; risk attitudes; ambiguity aversion; modeling of preferences;
Find related papers by JEL classification:
- C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
- D03 - Microeconomics - - General - - - Behavioral Microeconomics; Underlying Principles
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-10-18 (All new papers)
- NEP-CBE-2013-10-18 (Cognitive & Behavioural Economics)
- NEP-EXP-2013-10-18 (Experimental Economics)
- NEP-UPT-2013-10-18 (Utility Models & Prospect Theory)
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