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Reward sensitivity differs depending on global self-esteem in value-based decision-making

Global self-esteem is a component of individual personality that impacts decision-making. Many studies have discussed the different preferences for decision-making in response to threats to a person’s self-confidence, depending on global self-esteem. However, studies about global self-esteem and non...

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Autores principales: Ogasawara, Aya, Ohmura, Yoshiyuki, Kuniyoshi, Yasuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7725803/
https://www.ncbi.nlm.nih.gov/pubmed/33299062
http://dx.doi.org/10.1038/s41598-020-78635-1
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author Ogasawara, Aya
Ohmura, Yoshiyuki
Kuniyoshi, Yasuo
author_facet Ogasawara, Aya
Ohmura, Yoshiyuki
Kuniyoshi, Yasuo
author_sort Ogasawara, Aya
collection PubMed
description Global self-esteem is a component of individual personality that impacts decision-making. Many studies have discussed the different preferences for decision-making in response to threats to a person’s self-confidence, depending on global self-esteem. However, studies about global self-esteem and non-social decision-making have indicated that decisions differ due to reward sensitivity. Here, reward sensitivity refers to the extent to which rewards change decisions. We hypothesized that individuals with lower global self-esteem have lower reward sensitivity and investigated the relationship between self-esteem and reward sensitivity using a computational model. We first examined the effect of expected value and maximum value in learning under uncertainties because some studies have shown the possibility of saliency (e.g. maximum value) and relative value (e.g. expected value) affecting decisions, respectively. In our learning task, expected value affected decisions, but there was no significant effect of maximum value. Therefore, we modelled participants’ choices under the condition of different expected value without considering maximum value. We used the Q-learning model, which is one of the traditional computational models in explaining experiential learning decisions. Global self-esteem correlated positively with reward sensitivity. Our results suggest that individual reward sensitivity affects decision-making depending on one’s global self-esteem.
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spelling pubmed-77258032020-12-14 Reward sensitivity differs depending on global self-esteem in value-based decision-making Ogasawara, Aya Ohmura, Yoshiyuki Kuniyoshi, Yasuo Sci Rep Article Global self-esteem is a component of individual personality that impacts decision-making. Many studies have discussed the different preferences for decision-making in response to threats to a person’s self-confidence, depending on global self-esteem. However, studies about global self-esteem and non-social decision-making have indicated that decisions differ due to reward sensitivity. Here, reward sensitivity refers to the extent to which rewards change decisions. We hypothesized that individuals with lower global self-esteem have lower reward sensitivity and investigated the relationship between self-esteem and reward sensitivity using a computational model. We first examined the effect of expected value and maximum value in learning under uncertainties because some studies have shown the possibility of saliency (e.g. maximum value) and relative value (e.g. expected value) affecting decisions, respectively. In our learning task, expected value affected decisions, but there was no significant effect of maximum value. Therefore, we modelled participants’ choices under the condition of different expected value without considering maximum value. We used the Q-learning model, which is one of the traditional computational models in explaining experiential learning decisions. Global self-esteem correlated positively with reward sensitivity. Our results suggest that individual reward sensitivity affects decision-making depending on one’s global self-esteem. Nature Publishing Group UK 2020-12-09 /pmc/articles/PMC7725803/ /pubmed/33299062 http://dx.doi.org/10.1038/s41598-020-78635-1 Text en © The Author(s) 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Ogasawara, Aya
Ohmura, Yoshiyuki
Kuniyoshi, Yasuo
Reward sensitivity differs depending on global self-esteem in value-based decision-making
title Reward sensitivity differs depending on global self-esteem in value-based decision-making
title_full Reward sensitivity differs depending on global self-esteem in value-based decision-making
title_fullStr Reward sensitivity differs depending on global self-esteem in value-based decision-making
title_full_unstemmed Reward sensitivity differs depending on global self-esteem in value-based decision-making
title_short Reward sensitivity differs depending on global self-esteem in value-based decision-making
title_sort reward sensitivity differs depending on global self-esteem in value-based decision-making
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7725803/
https://www.ncbi.nlm.nih.gov/pubmed/33299062
http://dx.doi.org/10.1038/s41598-020-78635-1
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