Institutional Repository of Key Laboratory of Behavioral Science, CAS
Computational Modeling Interpretation Underlying Elevated Risk-Taking Propensity in the Dynamic Risky Investment Process of Non-Labor Income | |
Hu, Yuanyuan1,2; Jin, Yuening1,2; Hu, Bowen3; Feng, Tingyong3; Zhou, Yuan1,2,4,5 | |
第一作者 | Hu, Yuanyuan |
通讯作者邮箱 | [email protected] (yuan zhou) ; [email protected] (tingyong feng) |
摘要 | Introduction: Money source influences risk-taking behaviors. Although studies consistently indicated that individuals demonstrate a higher propensity to make risky investments when utilizing non-labor income as opposed to labor income, explanations as to why non-labor income leads to continuously blowing money into risky investments are scarce. Methods: The current study leverages a computational modeling approach to compare the differences in the dynamic risk investment process among individuals endowed with income from different sources (ie, non-labor income vs labor income) to understand the shaping force of higher risk-taking propensity in individuals with non-labor income. A total of 103 participants were recruited and completed the Balloon Analogue Risk Task (BART) with an equal monetary endowment, either as a token for completion of survey questionnaires (representing labor income) or as a prize from a lucky draw game (representing non-labor income). Results: We found that individuals endowed with non-labor income made more risky investments in BART compared to those with labor income. With computational modeling, we further identified two key differences in the dynamic risk investment processes between individuals endowed with labor and those with non-labor income. Specifically, individuals endowed with non-labor income had a higher preset expectation for risk-taking and displayed desensitization towards losses during risk investments, in contrast to individuals with labor income. Discussion: This study contributed to a better understanding of the psychological mechanisms of why individuals make more risktaking behaviors with non-labor income, namely higher preset expectations of risk-taking and desensitization towards losses. Future research could validate these findings across diverse samples with varying backgrounds and adopt different manipulations of labor and non-labor income to enhance the external validity of our study. |
关键词 | non-labor income balloon analogue risk task computational modeling hierarchical Bayesian analysis reinforcement learning |
2024 | |
语种 | 英语 |
DOI | 10.2147/PRBM.S462466 |
发表期刊 | PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT |
ISSN | 1179-1578 |
卷号 | 17页码:2491-2504 |
期刊论文类型 | 实证研究 |
收录类别 | SSCI |
资助项目 | National Natural Science Foundation of China[72033006] ; National Natural Science Foundation of China[82171535] |
出版者 | DOVE MEDICAL PRESS LTD |
WOS关键词 | HOUSE MONEY ; DEPRESSION ; VALIDATION ; DECISION |
WOS研究方向 | Psychology ; Psychiatry |
WOS类目 | Psychology, Clinical ; Psychiatry ; Psychology, Multidisciplinary |
WOS记录号 | WOS:001253260200001 |
资助机构 | National Natural Science Foundation of China |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/48340 |
专题 | 中国科学院行为科学重点实验室 |
通讯作者 | Feng, Tingyong; Zhou, Yuan |
作者单位 | 1.Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China 3.Southwest Univ, Fac Psychol, Chongqing 400715, Peoples R China 4.Capital Med Univ, Beijing Anding Hosp, Natl Clin Res Ctr Mental Disorders, Beijing 100120, Peoples R China 5.Capital Med Univ, Beijing Anding Hosp, Beijing Key Lab Mental Disorders, Beijing 100120, Peoples R China |
第一作者单位 | 中国科学院行为科学重点实验室 |
通讯作者单位 | 中国科学院行为科学重点实验室 |
推荐引用方式 GB/T 7714 | Hu, Yuanyuan,Jin, Yuening,Hu, Bowen,et al. Computational Modeling Interpretation Underlying Elevated Risk-Taking Propensity in the Dynamic Risky Investment Process of Non-Labor Income[J]. PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT,2024,17:2491-2504. |
APA | Hu, Yuanyuan,Jin, Yuening,Hu, Bowen,Feng, Tingyong,&Zhou, Yuan.(2024).Computational Modeling Interpretation Underlying Elevated Risk-Taking Propensity in the Dynamic Risky Investment Process of Non-Labor Income.PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT,17,2491-2504. |
MLA | Hu, Yuanyuan,et al."Computational Modeling Interpretation Underlying Elevated Risk-Taking Propensity in the Dynamic Risky Investment Process of Non-Labor Income".PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT 17(2024):2491-2504. |
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