PSYCH OpenIR  > 中国科学院行为科学重点实验室
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
DOI10.2147/PRBM.S462466
发表期刊PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT
ISSN1179-1578
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.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Computational Modeli(2086KB)期刊论文出版稿限制开放CC BY-NC-SA请求全文
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Hu, Yuanyuan]的文章
[Jin, Yuening]的文章
[Hu, Bowen]的文章
百度学术
百度学术中相似的文章
[Hu, Yuanyuan]的文章
[Jin, Yuening]的文章
[Hu, Bowen]的文章
必应学术
必应学术中相似的文章
[Hu, Yuanyuan]的文章
[Jin, Yuening]的文章
[Hu, Bowen]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。