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
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
相关论文
共 46 条
[1]   Functional and structural neural indices of risk aversion in obsessive-compulsive disorder (OCD) [J].
Admon, Roee ;
Bleich-Cohen, Maya ;
Weizmant, Ronit ;
Poyurovsky, Michael ;
Faragian, Sarit ;
Hendler, Talma .
PSYCHIATRY RESEARCH-NEUROIMAGING, 2012, 203 (2-3) :207-213
[2]   Reported maladaptive decision-making in unipolar and bipolar depression and its change with treatment [J].
Alexander, Lara F. ;
Oliver, Alison ;
Burdine, Lauren K. ;
Tang, Yilang ;
Dunlop, Boadie W. .
PSYCHIATRY RESEARCH, 2017, 257 :386-392
[3]   A model-based analysis of decision making under risk in obsessive-compulsive and hoarding disorders [J].
Aranovich, Gabriel J. ;
Cavagnaro, Daniel R. ;
Pitt, Mark A. ;
Myung, Jay I. ;
Mathews, Carol A. .
JOURNAL OF PSYCHIATRIC RESEARCH, 2017, 90 :126-132
[4]  
Bishop C., 2006, Pattern Recognition and Machine Learning
[5]   Enhanced Risk Aversion, But Not Loss Aversion, in Unmedicated Pathological Anxiety [J].
Charpentier, Caroline J. ;
Aylward, Jessica ;
Roiser, Jonathan P. ;
Robinson, Oliver J. .
BIOLOGICAL PSYCHIATRY, 2017, 81 (12) :1014-1022
[6]   Reinforcement learning in depression: A review of computational research [J].
Chen, Chong ;
Takahashi, Taiki ;
Nakagawa, Shin ;
Inoue, Takeshi ;
Kusumi, Ichiro .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2015, 55 :247-267
[7]   Striatal structure and function predict individual biases in learning to avoid pain [J].
Eldar, Eran ;
Hauser, Tobias U. ;
Dayan, Peter ;
Dolan, Raymond J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (17) :4812-4817
[8]   G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences [J].
Faul, Franz ;
Erdfelder, Edgar ;
Lang, Albert-Georg ;
Buchner, Axel .
BEHAVIOR RESEARCH METHODS, 2007, 39 (02) :175-191
[9]   Reflections on Positive Emotions and Upward Spirals [J].
Fredrickson, Barbara L. ;
Joiner, Thomas .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2018, 13 (02) :194-199
[10]   Positive Emotions Broaden and Build [J].
Fredrickson, Barbara L. .
ADVANCES IN EXPERIMENTAL SOCIAL PSYCHOLOGY, VOL 47, 2013, 47 :1-53