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Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making

When choosing between options, whether menu items or career paths, we can evaluate how rewarding each one will be, or how congruent it is with our current choice goal (e.g., to point out the best option or the worst one.). Past decision-making research interpreted findings through the former lens, b...

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Autores principales: Frömer, Romy, Dean Wolf, Carolyn K., Shenhav, Amitai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820735/
https://www.ncbi.nlm.nih.gov/pubmed/31664035
http://dx.doi.org/10.1038/s41467-019-12931-x
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author Frömer, Romy
Dean Wolf, Carolyn K.
Shenhav, Amitai
author_facet Frömer, Romy
Dean Wolf, Carolyn K.
Shenhav, Amitai
author_sort Frömer, Romy
collection PubMed
description When choosing between options, whether menu items or career paths, we can evaluate how rewarding each one will be, or how congruent it is with our current choice goal (e.g., to point out the best option or the worst one.). Past decision-making research interpreted findings through the former lens, but in these experiments the most rewarding option was always most congruent with the task goal (choosing the best option). It is therefore unclear to what extent expected reward vs. goal congruency can account for choice value findings. To deconfound these two variables, we performed three behavioral studies and an fMRI study in which the task goal varied between identifying the best vs. the worst option. Contrary to prevailing accounts, we find that goal congruency dominates choice behavior and neural activity. We separately identify dissociable signals of expected reward. Our findings call for a reinterpretation of previous research on value-based choice.
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spelling pubmed-68207352019-10-31 Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making Frömer, Romy Dean Wolf, Carolyn K. Shenhav, Amitai Nat Commun Article When choosing between options, whether menu items or career paths, we can evaluate how rewarding each one will be, or how congruent it is with our current choice goal (e.g., to point out the best option or the worst one.). Past decision-making research interpreted findings through the former lens, but in these experiments the most rewarding option was always most congruent with the task goal (choosing the best option). It is therefore unclear to what extent expected reward vs. goal congruency can account for choice value findings. To deconfound these two variables, we performed three behavioral studies and an fMRI study in which the task goal varied between identifying the best vs. the worst option. Contrary to prevailing accounts, we find that goal congruency dominates choice behavior and neural activity. We separately identify dissociable signals of expected reward. Our findings call for a reinterpretation of previous research on value-based choice. Nature Publishing Group UK 2019-10-29 /pmc/articles/PMC6820735/ /pubmed/31664035 http://dx.doi.org/10.1038/s41467-019-12931-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Frömer, Romy
Dean Wolf, Carolyn K.
Shenhav, Amitai
Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making
title Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making
title_full Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making
title_fullStr Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making
title_full_unstemmed Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making
title_short Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making
title_sort goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820735/
https://www.ncbi.nlm.nih.gov/pubmed/31664035
http://dx.doi.org/10.1038/s41467-019-12931-x
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