The effect of positive autobiographical memory retrieval on decision-making under risk: A computational model-based analysis

被引:5
作者
Shimizu, Natsumi [1 ]
Mochizuki, Yasuhiro [2 ]
Chen, Chong [1 ]
Hagiwara, Kosuke [1 ]
Matsumoto, Karin [1 ]
Oda, Yusuke [1 ]
Hirotsu, Masako [1 ]
Okabe, Emi [1 ]
Matsubara, Toshio [1 ]
Nakagawa, Shin [1 ]
机构
[1] Yamaguchi Univ, Dept Neurosci, Div Neuropsychiat, Grad Sch Med, Ube, Japan
[2] Waseda Univ, Ctr Data Sci, Tokyo, Japan
来源
FRONTIERS IN PSYCHIATRY | 2022年 / 13卷
基金
日本学术振兴会;
关键词
positive autobiographical memory; decision-making; risk preference; probability weighting; computational neuroscience; PROSPECT-THEORY; DEPRESSION; AVERSION; EMOTIONS; DISORDER; ANXIETY; BIASES;
D O I
10.3389/fpsyt.2022.930466
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
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.
引用
收藏
页数:10
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