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Preference reversal in quantum decision theory
We consider the psychological effect of preference reversal and show that it finds a natural explanation in the frame of quantum decision theory. When people choose between lotteries with non-negative payoffs, they prefer a more certain lottery because of uncertainty aversion. But when people evalua...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4597272/ https://www.ncbi.nlm.nih.gov/pubmed/26500592 http://dx.doi.org/10.3389/fpsyg.2015.01538 |
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author | Yukalov, Vyacheslav I. Sornette, Didier |
author_facet | Yukalov, Vyacheslav I. Sornette, Didier |
author_sort | Yukalov, Vyacheslav I. |
collection | PubMed |
description | We consider the psychological effect of preference reversal and show that it finds a natural explanation in the frame of quantum decision theory. When people choose between lotteries with non-negative payoffs, they prefer a more certain lottery because of uncertainty aversion. But when people evaluate lottery prices, e.g., for selling to others the right to play them, they do this more rationally, being less subject to behavioral biases. This difference can be explained by the presence of the attraction factors entering the expression of quantum probabilities. Only the existence of attraction factors can explain why, considering two lotteries with close utility factors, a decision maker prefers one of them when choosing, but evaluates higher the other one when pricing. We derive a general quantitative criterion for the preference reversal to occur that relates the utilities of the two lotteries to the attraction factors under choosing vs. pricing and test successfully its application on experiments by Tversky et al. We also show that the planning paradox can be treated as a kind of preference reversal. |
format | Online Article Text |
id | pubmed-4597272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-45972722015-10-23 Preference reversal in quantum decision theory Yukalov, Vyacheslav I. Sornette, Didier Front Psychol Psychology We consider the psychological effect of preference reversal and show that it finds a natural explanation in the frame of quantum decision theory. When people choose between lotteries with non-negative payoffs, they prefer a more certain lottery because of uncertainty aversion. But when people evaluate lottery prices, e.g., for selling to others the right to play them, they do this more rationally, being less subject to behavioral biases. This difference can be explained by the presence of the attraction factors entering the expression of quantum probabilities. Only the existence of attraction factors can explain why, considering two lotteries with close utility factors, a decision maker prefers one of them when choosing, but evaluates higher the other one when pricing. We derive a general quantitative criterion for the preference reversal to occur that relates the utilities of the two lotteries to the attraction factors under choosing vs. pricing and test successfully its application on experiments by Tversky et al. We also show that the planning paradox can be treated as a kind of preference reversal. Frontiers Media S.A. 2015-10-08 /pmc/articles/PMC4597272/ /pubmed/26500592 http://dx.doi.org/10.3389/fpsyg.2015.01538 Text en Copyright © 2015 Yukalov and Sornette. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Yukalov, Vyacheslav I. Sornette, Didier Preference reversal in quantum decision theory |
title | Preference reversal in quantum decision theory |
title_full | Preference reversal in quantum decision theory |
title_fullStr | Preference reversal in quantum decision theory |
title_full_unstemmed | Preference reversal in quantum decision theory |
title_short | Preference reversal in quantum decision theory |
title_sort | preference reversal in quantum decision theory |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4597272/ https://www.ncbi.nlm.nih.gov/pubmed/26500592 http://dx.doi.org/10.3389/fpsyg.2015.01538 |
work_keys_str_mv | AT yukalovvyacheslavi preferencereversalinquantumdecisiontheory AT sornettedidier preferencereversalinquantumdecisiontheory |