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A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives

People experience the same event but do not feel the same way. Such individual differences in emotion response are believed to be far greater than those in any other mental functions. Thus, to understand what makes people individuals, it is important to identify the systematic structures of individu...

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Autores principales: Kim, Jinyoung, Bae, Eunseong, Kim, Yeonhwa, Lim, Chae Young, Hur, Ji-Won, Kwon, Jun Soo, Lee, Sang-Hun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8849484/
https://www.ncbi.nlm.nih.gov/pubmed/35171958
http://dx.doi.org/10.1371/journal.pone.0263817
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author Kim, Jinyoung
Bae, Eunseong
Kim, Yeonhwa
Lim, Chae Young
Hur, Ji-Won
Kwon, Jun Soo
Lee, Sang-Hun
author_facet Kim, Jinyoung
Bae, Eunseong
Kim, Yeonhwa
Lim, Chae Young
Hur, Ji-Won
Kwon, Jun Soo
Lee, Sang-Hun
author_sort Kim, Jinyoung
collection PubMed
description People experience the same event but do not feel the same way. Such individual differences in emotion response are believed to be far greater than those in any other mental functions. Thus, to understand what makes people individuals, it is important to identify the systematic structures of individual differences in emotion response and elucidate how such structures relate to what aspects of psychological characteristics. Reflecting this importance, many studies have attempted to relate emotions to psychological characteristics such as personality traits, psychosocial states, and pathological symptoms across individuals. However, systematic and global structures that govern the across-individual covariation between the domain of emotion responses and that of psychological characteristics have been rarely explored previously, which limits our understanding of the relationship between individual differences in emotion response and psychological characteristics. To overcome this limitation, we acquired high-dimensional data sets in both emotion-response (8 measures) and psychological-characteristic (68 measures) domains from the same pool of individuals (86 undergraduate or graduate students) and carried out the canonical correlation analysis in conjunction with the principal component analysis on those data sets. For each participant, the emotion-response measures were quantified by regressing affective-rating responses to visual narrative stimuli onto the across-participant average responses to those stimuli, while the psychological-characteristic measures were acquired from 19 different psychometric questionnaires grounded in personality, psychosocial-factor, and clinical-problem taxonomies. We found a single robust mode of population covariation, particularly between the ’accuracy’ and ’sensitivity’ measures of arousal responses in the emotion domain and many ‘psychosocial’ measures in the psychological-characteristics domain. This mode of covariation suggests that individuals characterized with positive social assets tend to show polarized arousal responses to life events.
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spelling pubmed-88494842022-02-17 A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives Kim, Jinyoung Bae, Eunseong Kim, Yeonhwa Lim, Chae Young Hur, Ji-Won Kwon, Jun Soo Lee, Sang-Hun PLoS One Research Article People experience the same event but do not feel the same way. Such individual differences in emotion response are believed to be far greater than those in any other mental functions. Thus, to understand what makes people individuals, it is important to identify the systematic structures of individual differences in emotion response and elucidate how such structures relate to what aspects of psychological characteristics. Reflecting this importance, many studies have attempted to relate emotions to psychological characteristics such as personality traits, psychosocial states, and pathological symptoms across individuals. However, systematic and global structures that govern the across-individual covariation between the domain of emotion responses and that of psychological characteristics have been rarely explored previously, which limits our understanding of the relationship between individual differences in emotion response and psychological characteristics. To overcome this limitation, we acquired high-dimensional data sets in both emotion-response (8 measures) and psychological-characteristic (68 measures) domains from the same pool of individuals (86 undergraduate or graduate students) and carried out the canonical correlation analysis in conjunction with the principal component analysis on those data sets. For each participant, the emotion-response measures were quantified by regressing affective-rating responses to visual narrative stimuli onto the across-participant average responses to those stimuli, while the psychological-characteristic measures were acquired from 19 different psychometric questionnaires grounded in personality, psychosocial-factor, and clinical-problem taxonomies. We found a single robust mode of population covariation, particularly between the ’accuracy’ and ’sensitivity’ measures of arousal responses in the emotion domain and many ‘psychosocial’ measures in the psychological-characteristics domain. This mode of covariation suggests that individuals characterized with positive social assets tend to show polarized arousal responses to life events. Public Library of Science 2022-02-16 /pmc/articles/PMC8849484/ /pubmed/35171958 http://dx.doi.org/10.1371/journal.pone.0263817 Text en © 2022 Kim et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kim, Jinyoung
Bae, Eunseong
Kim, Yeonhwa
Lim, Chae Young
Hur, Ji-Won
Kwon, Jun Soo
Lee, Sang-Hun
A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives
title A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives
title_full A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives
title_fullStr A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives
title_full_unstemmed A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives
title_short A robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives
title_sort robust multivariate structure of interindividual covariation between psychosocial characteristics and arousal responses to visual narratives
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8849484/
https://www.ncbi.nlm.nih.gov/pubmed/35171958
http://dx.doi.org/10.1371/journal.pone.0263817
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