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An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games
Previously, it was shown that some people are better coordinators than others; however, the relative weight of intuitive (system 1) versus deliberate (system 2) modes of thinking in tacit coordination tasks is still not resolved. To address this question, we have extracted an electrophysiological in...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8779482/ https://www.ncbi.nlm.nih.gov/pubmed/35062438 http://dx.doi.org/10.3390/s22020477 |
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author | Laufer, Ilan Mizrahi, Dor Zuckerman, Inon |
author_facet | Laufer, Ilan Mizrahi, Dor Zuckerman, Inon |
author_sort | Laufer, Ilan |
collection | PubMed |
description | Previously, it was shown that some people are better coordinators than others; however, the relative weight of intuitive (system 1) versus deliberate (system 2) modes of thinking in tacit coordination tasks is still not resolved. To address this question, we have extracted an electrophysiological index, the theta-beta ratio (TBR), from the Electroencephalography (EEG) recorded from participants while they were engaged in a semantic coordination task. Results have shown that individual coordination ability, game difficulty and response time are each positively correlated with cognitive load. These results suggest that better coordinators rely more on complex thought process and on more deliberate thinking while coordinating. The model we have presented may be used for the assessment of the depth of reasoning individuals engage in when facing different tasks requiring different degrees of allocation of resources. The findings as well as future research directions are discussed. |
format | Online Article Text |
id | pubmed-8779482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87794822022-01-22 An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games Laufer, Ilan Mizrahi, Dor Zuckerman, Inon Sensors (Basel) Article Previously, it was shown that some people are better coordinators than others; however, the relative weight of intuitive (system 1) versus deliberate (system 2) modes of thinking in tacit coordination tasks is still not resolved. To address this question, we have extracted an electrophysiological index, the theta-beta ratio (TBR), from the Electroencephalography (EEG) recorded from participants while they were engaged in a semantic coordination task. Results have shown that individual coordination ability, game difficulty and response time are each positively correlated with cognitive load. These results suggest that better coordinators rely more on complex thought process and on more deliberate thinking while coordinating. The model we have presented may be used for the assessment of the depth of reasoning individuals engage in when facing different tasks requiring different degrees of allocation of resources. The findings as well as future research directions are discussed. MDPI 2022-01-09 /pmc/articles/PMC8779482/ /pubmed/35062438 http://dx.doi.org/10.3390/s22020477 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Laufer, Ilan Mizrahi, Dor Zuckerman, Inon An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games |
title | An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games |
title_full | An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games |
title_fullStr | An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games |
title_full_unstemmed | An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games |
title_short | An Electrophysiological Model for Assessing Cognitive Load in Tacit Coordination Games |
title_sort | electrophysiological model for assessing cognitive load in tacit coordination games |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8779482/ https://www.ncbi.nlm.nih.gov/pubmed/35062438 http://dx.doi.org/10.3390/s22020477 |
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