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The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis
Psychiatric disorders such as depressive and anxiety disorders are associated with altered decision-making under risk. Recent advances in neuroeconomics and computational psychiatry have further discomposed risk-based decision-making into distinct cognitive computational constructs and showed that t...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9485606/ https://www.ncbi.nlm.nih.gov/pubmed/36147987 http://dx.doi.org/10.3389/fpsyt.2022.930466 |
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author | Shimizu, Natsumi Mochizuki, Yasuhiro Chen, Chong Hagiwara, Kosuke Matsumoto, Karin Oda, Yusuke Hirotsu, Masako Okabe, Emi Matsubara, Toshio Nakagawa, Shin |
author_facet | Shimizu, Natsumi Mochizuki, Yasuhiro Chen, Chong Hagiwara, Kosuke Matsumoto, Karin Oda, Yusuke Hirotsu, Masako Okabe, Emi Matsubara, Toshio Nakagawa, Shin |
author_sort | Shimizu, Natsumi |
collection | PubMed |
description | Psychiatric disorders such as depressive and anxiety disorders are associated with altered decision-making under risk. Recent advances in neuroeconomics and computational psychiatry have further discomposed risk-based decision-making into distinct cognitive computational constructs and showed that there may be disorder-specific alterations in these constructs. As a result, it has been suggested these cognitive computational constructs may serve as useful behavioral biomarkers for these disorders. However, to date, little is known about what psychological or behavioral interventions can help to reverse and manage the altered cognitive computational constructs underlying risk-based decision-making. In the present study, we set out to investigate whether recalling positive autobiographical memories may affect risk-based decision-making in healthy volunteers using a description-based task. Specifically, based on theories of behavioral economics, we dissected risk preference into two cognitive computational constructs, utility sensitivity and probability weighting. We found that compared to recalling neutral memories, retrieving positive autobiographical memories increased utility sensitivity (Cohen's d = 0.447), indicating reduced risk aversion. Meanwhile, we also tested the influence of memory retrieval on probability weighting, the effect, however, was unreliable and requires further in-depth investigation. Of clinical relevance, the change in risk aversion after recalling positive memories was in the opposite direction compared to those reported in psychiatric disorders. These results argue for the potential therapeutic effect of positive autobiographical memory retrieval for the amendment of altered risk-based decision-making in psychiatric disorders. |
format | Online Article Text |
id | pubmed-9485606 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94856062022-09-21 The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis Shimizu, Natsumi Mochizuki, Yasuhiro Chen, Chong Hagiwara, Kosuke Matsumoto, Karin Oda, Yusuke Hirotsu, Masako Okabe, Emi Matsubara, Toshio Nakagawa, Shin Front Psychiatry Psychiatry Psychiatric disorders such as depressive and anxiety disorders are associated with altered decision-making under risk. Recent advances in neuroeconomics and computational psychiatry have further discomposed risk-based decision-making into distinct cognitive computational constructs and showed that there may be disorder-specific alterations in these constructs. As a result, it has been suggested these cognitive computational constructs may serve as useful behavioral biomarkers for these disorders. However, to date, little is known about what psychological or behavioral interventions can help to reverse and manage the altered cognitive computational constructs underlying risk-based decision-making. In the present study, we set out to investigate whether recalling positive autobiographical memories may affect risk-based decision-making in healthy volunteers using a description-based task. Specifically, based on theories of behavioral economics, we dissected risk preference into two cognitive computational constructs, utility sensitivity and probability weighting. We found that compared to recalling neutral memories, retrieving positive autobiographical memories increased utility sensitivity (Cohen's d = 0.447), indicating reduced risk aversion. Meanwhile, we also tested the influence of memory retrieval on probability weighting, the effect, however, was unreliable and requires further in-depth investigation. Of clinical relevance, the change in risk aversion after recalling positive memories was in the opposite direction compared to those reported in psychiatric disorders. These results argue for the potential therapeutic effect of positive autobiographical memory retrieval for the amendment of altered risk-based decision-making in psychiatric disorders. Frontiers Media S.A. 2022-09-06 /pmc/articles/PMC9485606/ /pubmed/36147987 http://dx.doi.org/10.3389/fpsyt.2022.930466 Text en Copyright © 2022 Shimizu, Mochizuki, Chen, Hagiwara, Matsumoto, Oda, Hirotsu, Okabe, Matsubara and Nakagawa. https://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) and the copyright owner(s) 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 | Psychiatry Shimizu, Natsumi Mochizuki, Yasuhiro Chen, Chong Hagiwara, Kosuke Matsumoto, Karin Oda, Yusuke Hirotsu, Masako Okabe, Emi Matsubara, Toshio Nakagawa, Shin The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis |
title | The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis |
title_full | The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis |
title_fullStr | The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis |
title_full_unstemmed | The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis |
title_short | The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis |
title_sort | effect of positive autobiographical memory retrieval on decision-making under risk: a computational model-based analysis |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9485606/ https://www.ncbi.nlm.nih.gov/pubmed/36147987 http://dx.doi.org/10.3389/fpsyt.2022.930466 |
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