Strategies, heuristics, and the relevance of risk-aversion in a dynamic decision problem

In this paper a complex decision problem where subjects have to cope with a time horizon of uncertain duration and must update their termination probabilities which depend on stochastic events during “life” is considered. First it is described how economic theory suggests to solve the decision probl...

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Published inJournal of economic psychology Vol. 22; no. 4; pp. 493 - 522
Main Author MIILLER, Wieland
Format Journal Article
LanguageEnglish
Published Amsterdam Elsevier B.V 01.08.2001
Elsevier Science
Elsevier
Elsevier Sequoia S.A
SeriesJournal of Economic Psychology
Subjects
Online AccessGet full text
ISSN0167-4870
1872-7719
DOI10.1016/S0167-4870(01)00049-6

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Abstract In this paper a complex decision problem where subjects have to cope with a time horizon of uncertain duration and must update their termination probabilities which depend on stochastic events during “life” is considered. First it is described how economic theory suggests to solve the decision problem. But since real decision makers can hardly be expected to behave according to the theoretical solution in the problem at hand, several heuristics or rules of thumb are described and their theoretical performance investigated. Then observed behavior and the way how people tackled the problem are described. In the second part of the paper I discuss how much of the data can be explained by assuming that experimental subjects are risk-averse.
AbstractList In this paper a complex decision problem where subjects have to cope with a time horizon of uncertain duration and must update their termination probabilities which depend on stochastic events during “life” is considered. First it is described how economic theory suggests to solve the decision problem. But since real decision makers can hardly be expected to behave according to the theoretical solution in the problem at hand, several heuristics or rules of thumb are described and their theoretical performance investigated. Then observed behavior and the way how people tackled the problem are described. In the second part of the paper I discuss how much of the data can be explained by assuming that experimental subjects are risk-averse.
A complex decision problem where subjects have to cope with a time horizon of uncertain duration and must update their termination probabilities which depend on stochastic events during life is considered. It is described how economic theory suggests to solve the decision problem. But since real decision makers can hardly be expected to behave according to the theoretical solution in the problem at hand, several heuristics or rules of thumb are described and their theoretical performance investigated. Then observed behavior and the way people tackled the problem are described. How much of the data can be explained by assuming that experimental subjects are risk-averse is discussed.
Author Müller, Wieland
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Cites_doi 10.1007/BF01669305
10.3386/w2183
10.1016/S0167-4870(99)00031-8
10.2307/2234335
10.1515/9780691213255-010
10.2307/2233308
10.1287/mnsc.31.4.395
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Issue 4
Keywords Risk aversion
Backward induction
Heuristics
2340
C91
D90
D81
Dynamic decision making
Human
Uncertainty
Economic theory
Decision making
Problem solving
Strategy
Cognition
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Snippet In this paper a complex decision problem where subjects have to cope with a time horizon of uncertain duration and must update their termination probabilities...
A complex decision problem where subjects have to cope with a time horizon of uncertain duration and must update their termination probabilities which depend...
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SubjectTerms Backward induction
Biological and medical sciences
Cognition. Intelligence
Decision makers
Decision making
Decision making. Choice
Dynamic decision making
Economic theory
Economics
Fundamental and applied biological sciences. Psychology
Heuristic
Heuristics
Individual behaviour
Probability
Psychology
Psychology. Psychoanalysis. Psychiatry
Psychology. Psychophysiology
Research subjects
Risk
Risk aversion
Stochastic processes
Studies
Termination
Title Strategies, heuristics, and the relevance of risk-aversion in a dynamic decision problem
URI https://dx.doi.org/10.1016/S0167-4870(01)00049-6
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