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An experiment on the evaluation of information under risk and ambiguity

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Abstract

Assume a decision maker has a choice between several acts. Some of the alternatives are simple lotteries; others consist of gathering additional (costy) information on outcomes or probabilities of the available simple lotteries prior to making a binding choice between them. In this paper hypotheses are derived from the Choquet Expected Utility model about the relationship between the degree of ambiguity aversion and the willingness-to-pay for information revealing the outcome of simple two-state-lotteries. These hypotheses are tested experimentally. 157 students are asked to state their willingness-to-pay for information, revealing the true payment relevant state, before making choices between a certain amount of money and two-state-lotteries of varying degrees of ambiguity. In the experiment the pessimism predicted by the Choquet Expected Utility model is not observed empirically.

Zusammenfassung

Ein Entscheider hat die Wahl zwischen mehreren Handlungsalternativen. Einige Alternativen sind einfache Lotterien. Andere bestehen darin, zunächst zusätzliche Informationen über Ergebnisse oder Eintrittswahrscheinlichkeiten von Ergebnissen bei diesen Lotterien zu erwerben, bevor eine verbindliche Wahl zwischen den Lotterien getroffen wird. In diesem Artikel werden Hypothesen über den Zusammenhang zwischen demGrad der Ambiguitätsaversion und der Zahlungsbereitschaft für Informationen über das Ergebnis einfacher Zwei-Zustände-Lotterien aus demChoquet-Erwartungsnutzen-Modell abgeleitet. Diese Hypothesen werden in einem Experiment getestet. 157 Studenten werden, bevor sie sich zwischen einer sicheren Zahlung und Lotterien unterschiedlicher Ambiguität entscheiden müssen, nach ihrer Zahlungsbereitschaft für die Information, welcher von zwei zahlungsrelevanten Umweltzuständen eintritt, gefragt. Das wichtigste Ergebnis des Experiments ist, daßder vom Choquet-Erwartungsnutzen-Modell vorhergesagte Pessimismus bei der Bewertung von Information empirisch nicht beobachtet werden kann.

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Funding for the work was provided by the Deutsche Forschungsgemeinschaft, grant No. We 993/5-3

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Berg, M., Eisenberger, R. An experiment on the evaluation of information under risk and ambiguity. OR Spektrum 18, 179–186 (1996). https://doi.org/10.1007/BF01539711

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  • DOI: https://doi.org/10.1007/BF01539711

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