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Investigating the Neural Bases of Risky Decision Making Using Multi-Voxel Pattern Analysis
Wang, Yanqing1,2; Peng, Xuerui3; Hu, Xueping4,5
第一作者Yanqing Wang
通讯作者邮箱[email protected] (xueping hu )
摘要

Choices between smaller certain reward and larger riskier reward are referred to as risky decision making. Numerous functional magnetic resonance imaging (fMRI) studies have investigated the neural substrates of risky decision making via conventional univariate analytical approaches, revealing dissociable activation of decisions involving certain rewards and risky rewards. However, it is still unclear how the patterns of brain activity predict the choice that the individual will make. With the help of multi-voxel pattern analyses, which is more sensitive for evaluating information encoded in spatially distributed patterns, we showed that fMRI activity patterns represent viable signatures of certain and risky choice and individual differences. Notably, the regions involved in representation of value and risk and cognitive control play prominent roles in differentiating certain and risky choices as well as individuals with distinct risk preference. These results deepen our understanding of the neural correlates of risky decision making as well as emphasize the important roles of regions involved in representation of value and risk cognitive control in predicting risky decision making and individual differences.

关键词risky decision making multi-voxel pattern analysis risk preference cognitive control
2022-11-01
语种英语
DOI10.3390/brainsci12111488
发表期刊BRAIN SCIENCES
卷号12期号:11页码:8
期刊论文类型综述
收录类别SCI
资助项目National Natural Science Foundation of China ; Natural Science Research Foundation of Jiangsu Normal University ; [31900750] ; [18XLRX011]
出版者MDPI
WOS关键词RIGHT PREFRONTAL CORTEX ; EXPECTED VALUE ; SELF-CONTROL ; HUMAN BRAIN ; UNCERTAINTY ; ERROR ; FMRI ; REPRESENTATIONS ; INFORMATION
WOS研究方向Neurosciences & Neurology
WOS类目Neurosciences
WOS记录号WOS:000894903300001
WOS分区Q3
资助机构National Natural Science Foundation of China ; Natural Science Research Foundation of Jiangsu Normal University
引用统计
被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/44097
专题认知与发展心理学研究室
通讯作者Hu, Xueping
作者单位1.Chinese Acad Sci, Inst Psychol, Beijing 100101, Peoples R China
2.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China
3.Tech Univ Dresden, Fac Psychol, D-01069 Dresden, Germany
4.Jiangsu Normal Univ, Sch Linguist Sci & Art, Xuzhou 221009, Peoples R China
5.Collaborat Innovat Ctr Language Abil, Key Lab Language & Cognit Neurosci Jiangsu Prov, Xuzhou 221009, Peoples R China
第一作者单位中国科学院心理研究所
推荐引用方式
GB/T 7714
Wang, Yanqing,Peng, Xuerui,Hu, Xueping. Investigating the Neural Bases of Risky Decision Making Using Multi-Voxel Pattern Analysis[J]. BRAIN SCIENCES,2022,12(11):8.
APA Wang, Yanqing,Peng, Xuerui,&Hu, Xueping.(2022).Investigating the Neural Bases of Risky Decision Making Using Multi-Voxel Pattern Analysis.BRAIN SCIENCES,12(11),8.
MLA Wang, Yanqing,et al."Investigating the Neural Bases of Risky Decision Making Using Multi-Voxel Pattern Analysis".BRAIN SCIENCES 12.11(2022):8.
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