TY - JOUR
T1 - The effect of positive autobiographical memory retrieval on decision-making under risk
T2 - A computational model-based analysis
AU - Shimizu, Natsumi
AU - Mochizuki, Yasuhiro
AU - Chen, Chong
AU - Hagiwara, Kosuke
AU - Matsumoto, Karin
AU - Oda, Yusuke
AU - Hirotsu, Masako
AU - Okabe, Emi
AU - Matsubara, Toshio
AU - Nakagawa, Shin
N1 - Funding Information:
This work was supported by the National Natural Science Foundation of China (grant number 81774241) and the Natural Science Foundation of Jiangxi Province (20212BAB206084).
Publisher Copyright:
Copyright © 2022 Shimizu, Mochizuki, Chen, Hagiwara, Matsumoto, Oda, Hirotsu, Okabe, Matsubara and Nakagawa.
PY - 2022/9/6
Y1 - 2022/9/6
N2 - 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.
AB - 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.
KW - computational neuroscience
KW - decision-making
KW - positive autobiographical memory
KW - probability weighting
KW - risk preference
UR - http://www.scopus.com/inward/record.url?scp=85138260026&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85138260026&partnerID=8YFLogxK
U2 - 10.3389/fpsyt.2022.930466
DO - 10.3389/fpsyt.2022.930466
M3 - Article
AN - SCOPUS:85138260026
SN - 1664-0640
VL - 13
JO - Frontiers in Psychiatry
JF - Frontiers in Psychiatry
M1 - 930466
ER -