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Behavioral preference in sequential decision-making and its association with anxiety
Zhang, Dandan1; Gu, Ruolei2,3,4
First AuthorZhang, Dandan
2018
Source PublicationHuman Brain Mapping
Correspondent Emailgurl@psych.ac.cn
ISSN1097-0193
SubtypeArticle
Volume39Issue:6Pages:2482-2499
QuartileQ1
Contribution Rank2
Abstract

In daily life, people often make consecutive decisions before the ultimate goal is reached (i.e., sequential decision-making). However, this kind of decision-making has been largely overlooked in the literature. The current study investigated whether behavioral preference would change during sequential decisions, and the neural processes underlying the potential changes. For this purpose, we revised the classic balloon analogue risk task and recorded the electroencephalograph (EEG) signals associated with each step of decision-making. Independent component analysis performed on EEG data revealed that four EEG components elicited by periodic feedback in the current step predicted participants' decisions (gamble vs. no gamble) in the next step. In order of time sequence, these components were: bilateral occipital alpha rhythm, bilateral frontal theta rhythm, middle frontal theta rhythm, and bilateral sensorimotor mu rhythm. According to the information flows between these EEG oscillations, we proposed a brain model that describes the temporal dynamics of sequential decision-making. Finally, we found that the tendency to gamble (as well as the power intensity of bilateral frontal theta rhythms) was sensitive to the individual level of trait anxiety in certain steps, which may help understand the role of emotion in decision-making.

Keywordsequential decision-making electroencephalograph (EEG) independent component analysis (ICA) gambling anxiety
DOI10.1002/hbm.24016
Indexed BySCI
Language英语
Citation statistics
Document Type期刊论文
Identifierhttp://ir.psych.ac.cn/handle/311026/25740
Collection社会与工程心理学研究室
Corresponding AuthorGu, Ruolei
Affiliation1.Department of Psychology, College of Psychology and Sociology, Shenzhen University
2.CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
3.Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
4.Department of Psychology, Stony Brook University, Stony Brook, NY, USA
Recommended Citation
GB/T 7714
Zhang, Dandan,Gu, Ruolei. Behavioral preference in sequential decision-making and its association with anxiety[J]. Human Brain Mapping,2018,39(6):2482-2499.
APA Zhang, Dandan,&Gu, Ruolei.(2018).Behavioral preference in sequential decision-making and its association with anxiety.Human Brain Mapping,39(6),2482-2499.
MLA Zhang, Dandan,et al."Behavioral preference in sequential decision-making and its association with anxiety".Human Brain Mapping 39.6(2018):2482-2499.
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