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Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships
It is commonly assumed that behavior reflects the mental states of individuals. However, recent attempts to detect human states of mind via behavioral indicators have not always been successful; behavioral indicators may be unreliable and invalid. In this study we show that one of the common behavio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6382674/ https://www.ncbi.nlm.nih.gov/pubmed/30837919 http://dx.doi.org/10.3389/fpsyg.2019.00270 |
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author | Toomela, Aaro Nõmm, Sven Kõnnussaar, Tiit Tammik, Valdar |
author_facet | Toomela, Aaro Nõmm, Sven Kõnnussaar, Tiit Tammik, Valdar |
author_sort | Toomela, Aaro |
collection | PubMed |
description | It is commonly assumed that behavior reflects the mental states of individuals. However, recent attempts to detect human states of mind via behavioral indicators have not always been successful; behavioral indicators may be unreliable and invalid. In this study we show that one of the common behavioral indicators, change in the overall amount of movement, correlated well with changes in the skin conductance level (SCL) at the group level, which reflects changes in arousal. At the individual level, however, changes in the SCL were related to movement patterns only in about half of the individuals. It is also noteworthy that the level of movement-SCL correlation was very highly predictable by certain social and cognitive characteristics of the individuals. Our results suggest that behavioral indicators may in many cases fail to predict mental states at the individual level. |
format | Online Article Text |
id | pubmed-6382674 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63826742019-03-05 Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships Toomela, Aaro Nõmm, Sven Kõnnussaar, Tiit Tammik, Valdar Front Psychol Psychology It is commonly assumed that behavior reflects the mental states of individuals. However, recent attempts to detect human states of mind via behavioral indicators have not always been successful; behavioral indicators may be unreliable and invalid. In this study we show that one of the common behavioral indicators, change in the overall amount of movement, correlated well with changes in the skin conductance level (SCL) at the group level, which reflects changes in arousal. At the individual level, however, changes in the SCL were related to movement patterns only in about half of the individuals. It is also noteworthy that the level of movement-SCL correlation was very highly predictable by certain social and cognitive characteristics of the individuals. Our results suggest that behavioral indicators may in many cases fail to predict mental states at the individual level. Frontiers Media S.A. 2019-02-14 /pmc/articles/PMC6382674/ /pubmed/30837919 http://dx.doi.org/10.3389/fpsyg.2019.00270 Text en Copyright © 2019 Toomela, Nõmm, Kõnnussaar and Tammik. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Toomela, Aaro Nõmm, Sven Kõnnussaar, Tiit Tammik, Valdar Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships |
title | Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships |
title_full | Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships |
title_fullStr | Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships |
title_full_unstemmed | Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships |
title_short | Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships |
title_sort | why behavioral indicators may fail to reveal mental states: individual differences in arousal-movement pattern relationships |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6382674/ https://www.ncbi.nlm.nih.gov/pubmed/30837919 http://dx.doi.org/10.3389/fpsyg.2019.00270 |
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