Functional magnetic resonance imaging multivoxel pattern analysis reveals neuronal substrates for collaboration and competition with myopic and predictive strategic reasoning
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Dong-Youl | - |
dc.contributor.author | Jung, Eun Kyung | - |
dc.contributor.author | Zhang, Jun | - |
dc.contributor.author | Lee, Soo-Young | - |
dc.contributor.author | Lee, Jong-Hwan | - |
dc.date.accessioned | 2021-08-30T10:52:17Z | - |
dc.date.available | 2021-08-30T10:52:17Z | - |
dc.date.created | 2021-06-18 | - |
dc.date.issued | 2020-10-15 | - |
dc.identifier.issn | 1065-9471 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/52450 | - |
dc.description.abstract | Competition and collaboration are strategies that can be used to optimize the outcomes of social interactions. Research into the neuronal substrates underlying these aspects of social behavior has been limited due to the difficulty in distinguishing complex activation via univariate analysis. Therefore, we employed multivoxel pattern analysis of functional magnetic resonance imaging to reveal the neuronal activations underlying competitive and collaborative processes when the collaborator/opponent used myopic/predictive reasoning. Twenty-four healthy subjects participated in 2 x 2 matrix-based sequential-move games. Searchlight-based multivoxel patterns were used as input for a support vector machine using nested cross-validation to distinguish game conditions, and identified voxels were validated via the regression of the behavioral data with bootstrapping. The left anterior insula (accuracy = 78.5%) was associated with competition, and middle frontal gyrus (75.1%) was associated with predictive reasoning. The inferior/superior parietal lobules (84.8%) and middle frontal gyrus (84.7%) were associated with competition, particularly in trials with a predictive opponent. The visual/motor areas were related to response time as a proxy for visual attention and task difficulty. Our results suggest that multivoxel patterns better represent the neuronal substrates underlying the social cognition of collaboration and competition intermixed with myopic and predictive reasoning than do univariate features. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | WILEY | - |
dc.subject | PREFRONTAL CORTEX | - |
dc.subject | SOCIAL COGNITION | - |
dc.subject | DECISION-MAKING | - |
dc.subject | GUESSING GAMES | - |
dc.subject | FMRI DESIGNS | - |
dc.subject | MIND | - |
dc.subject | CONNECTIVITY | - |
dc.subject | INFORMATION | - |
dc.subject | MECHANISMS | - |
dc.subject | ATTENTION | - |
dc.title | Functional magnetic resonance imaging multivoxel pattern analysis reveals neuronal substrates for collaboration and competition with myopic and predictive strategic reasoning | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Lee, Jong-Hwan | - |
dc.identifier.doi | 10.1002/hbm.25127 | - |
dc.identifier.scopusid | 2-s2.0-85087571895 | - |
dc.identifier.wosid | 000545719700001 | - |
dc.identifier.bibliographicCitation | HUMAN BRAIN MAPPING, v.41, no.15, pp.4314 - 4331 | - |
dc.relation.isPartOf | HUMAN BRAIN MAPPING | - |
dc.citation.title | HUMAN BRAIN MAPPING | - |
dc.citation.volume | 41 | - |
dc.citation.number | 15 | - |
dc.citation.startPage | 4314 | - |
dc.citation.endPage | 4331 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Neurosciences & Neurology | - |
dc.relation.journalResearchArea | Radiology, Nuclear Medicine & Medical Imaging | - |
dc.relation.journalWebOfScienceCategory | Neurosciences | - |
dc.relation.journalWebOfScienceCategory | Neuroimaging | - |
dc.relation.journalWebOfScienceCategory | Radiology, Nuclear Medicine & Medical Imaging | - |
dc.subject.keywordPlus | PREFRONTAL CORTEX | - |
dc.subject.keywordPlus | SOCIAL COGNITION | - |
dc.subject.keywordPlus | DECISION-MAKING | - |
dc.subject.keywordPlus | GUESSING GAMES | - |
dc.subject.keywordPlus | FMRI DESIGNS | - |
dc.subject.keywordPlus | MIND | - |
dc.subject.keywordPlus | CONNECTIVITY | - |
dc.subject.keywordPlus | INFORMATION | - |
dc.subject.keywordPlus | MECHANISMS | - |
dc.subject.keywordPlus | ATTENTION | - |
dc.subject.keywordAuthor | collaboration | - |
dc.subject.keywordAuthor | competition | - |
dc.subject.keywordAuthor | fMRI | - |
dc.subject.keywordAuthor | multivoxel pattern analysis | - |
dc.subject.keywordAuthor | strategic reasoning | - |
dc.subject.keywordAuthor | visual attention | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
(02841) 서울특별시 성북구 안암로 14502-3290-1114
COPYRIGHT © 2021 Korea University. All Rights Reserved.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.