Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Pan, Wei, Chen, Yi-Shin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
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
_version_ 1783318214475776000
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