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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...

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Detalles Bibliográficos
Autores principales: Laufer, Ilan, Mizrahi, Dor, Zuckerman, Inon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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