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Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value?
Conventional decision theory suggests that under risk, people choose option(s) by maximizing the expected utility. However, theories deal ambiguously with different options that have the same expected utility. A network approach is proposed by introducing ‘goal’ and ‘time’ factors to reduce the ambi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5922534/ https://www.ncbi.nlm.nih.gov/pubmed/29702665 http://dx.doi.org/10.1371/journal.pone.0196060 |
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author | Pan, Wei Chen, Yi-Shin |
author_facet | Pan, Wei Chen, Yi-Shin |
author_sort | Pan, Wei |
collection | PubMed |
description | Conventional decision theory suggests that under risk, people choose option(s) by maximizing the expected utility. However, theories deal ambiguously with different options that have the same expected utility. A network approach is proposed by introducing ‘goal’ and ‘time’ factors to reduce the ambiguity in strategies for calculating the time-dependent probability of reaching a goal. As such, a mathematical foundation that explains the irrational behavior of choosing an option with a lower expected utility is revealed, which could imply that humans possess rationality in foresight. |
format | Online Article Text |
id | pubmed-5922534 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-59225342018-05-11 Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value? Pan, Wei Chen, Yi-Shin PLoS One Research Article Conventional decision theory suggests that under risk, people choose option(s) by maximizing the expected utility. However, theories deal ambiguously with different options that have the same expected utility. A network approach is proposed by introducing ‘goal’ and ‘time’ factors to reduce the ambiguity in strategies for calculating the time-dependent probability of reaching a goal. As such, a mathematical foundation that explains the irrational behavior of choosing an option with a lower expected utility is revealed, which could imply that humans possess rationality in foresight. Public Library of Science 2018-04-27 /pmc/articles/PMC5922534/ /pubmed/29702665 http://dx.doi.org/10.1371/journal.pone.0196060 Text en © 2018 Pan, Chen http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Pan, Wei Chen, Yi-Shin Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value? |
title | Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value? |
title_full | Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value? |
title_fullStr | Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value? |
title_full_unstemmed | Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value? |
title_short | Network approach for decision making under risk—How do we choose among probabilistic options with the same expected value? |
title_sort | network approach for decision making under risk—how do we choose among probabilistic options with the same expected value? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5922534/ https://www.ncbi.nlm.nih.gov/pubmed/29702665 http://dx.doi.org/10.1371/journal.pone.0196060 |
work_keys_str_mv | AT panwei networkapproachfordecisionmakingunderriskhowdowechooseamongprobabilisticoptionswiththesameexpectedvalue AT chenyishin networkapproachfordecisionmakingunderriskhowdowechooseamongprobabilisticoptionswiththesameexpectedvalue |