An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study

Investigating the neural mechanisms underlying both cooperative and competitive joint actions may have a wide impact in many social contexts of human daily life. An effective pipeline of analysis for hyperscanning data recorded in a naturalistic context with a cooperative and competitive motor task...

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Autores: Tamburro, Gabriella, Bruña Fernández, Ricardo, Fiedler, Patrique, de Fano, Antonio, Raeisi, Khadijeh, Khazaei, Mohammad, Zappasodi, Filippo, Comani, Silvia
Tipo de recurso: artículo
Fecha de publicación:2024
País:España
Institución:Universidad Complutense de Madrid (UCM)
Repositorio:Docta Complutense
Idioma:inglés
OAI Identifier:oai:docta.ucm.es:20.500.14352/130525
Acceso en línea:https://hdl.handle.net/20.500.14352/130525
Access Level:acceso abierto
Palabra clave:Hyperbrain analysis
Electroencephalography
Cooperation
Competition
Intra-brain coupling
Inter-brain coupling
Joint action
Table tennis
Neurociencias (Medicina)
Psicología del deporte
6199 Otras Especialidades Psicológicas
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oai_identifier_str oai:docta.ucm.es:20.500.14352/130525
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spelling An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept StudyTamburro, GabriellaBruña Fernández, RicardoFiedler, Patriquede Fano, AntonioRaeisi, KhadijehKhazaei, MohammadZappasodi, FilippoComani, SilviaHyperbrain analysisElectroencephalographyCooperationCompetitionIntra-brain couplingInter-brain couplingJoint actionTable tennisNeurociencias (Medicina)Psicología del deporte6199 Otras Especialidades PsicológicasInvestigating the neural mechanisms underlying both cooperative and competitive joint actions may have a wide impact in many social contexts of human daily life. An effective pipeline of analysis for hyperscanning data recorded in a naturalistic context with a cooperative and competitive motor task has been missing. We propose an analytical pipeline for this type of joint action data, which was validated on electroencephalographic (EEG) signals recorded in a proof-of-concept study on two dyads playing cooperative and competitive table tennis. Functional connectivity maps were reconstructed using the corrected imaginary part of the phase locking value (ciPLV), an algorithm suitable in case of EEG signals recorded during turn-based competitive joint actions. Hyperbrain, within-, and between-brain functional connectivity maps were calculated in three frequency bands (i.e., theta, alpha, and beta) relevant during complex motor task execution and were characterized with graph theoretical measures and a clustering approach. The results of the proof-of-concept study are in line with recent findings on the main features of the functional networks sustaining cooperation and competition, hence demonstrating that the proposed pipeline is promising tool for the analysis of joint action EEG data recorded during cooperation and competition using a turn-based motor task.MDPIUniversidad Complutense de Madrid20242024-05-0920242024-05-09journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/20.500.14352/130525reponame:Docta Complutenseinstname:Universidad Complutense de Madrid (UCM)InglésengEuropean Commission http://dx.doi.org/10.13039/501100000780 Horizon 2020 Framework Programme 101007521open accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:docta.ucm.es:20.500.14352/1305252026-06-02T12:44:21Z
dc.title.none.fl_str_mv An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
title An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
spellingShingle An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
Tamburro, Gabriella
Hyperbrain analysis
Electroencephalography
Cooperation
Competition
Intra-brain coupling
Inter-brain coupling
Joint action
Table tennis
Neurociencias (Medicina)
Psicología del deporte
6199 Otras Especialidades Psicológicas
title_short An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
title_full An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
title_fullStr An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
title_full_unstemmed An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
title_sort An Analytical Approach for Naturalistic Cooperative and Competitive EEG-Hyperscanning Data: A Proof-of-Concept Study
dc.creator.none.fl_str_mv Tamburro, Gabriella
Bruña Fernández, Ricardo
Fiedler, Patrique
de Fano, Antonio
Raeisi, Khadijeh
Khazaei, Mohammad
Zappasodi, Filippo
Comani, Silvia
author Tamburro, Gabriella
author_facet Tamburro, Gabriella
Bruña Fernández, Ricardo
Fiedler, Patrique
de Fano, Antonio
Raeisi, Khadijeh
Khazaei, Mohammad
Zappasodi, Filippo
Comani, Silvia
author_role author
author2 Bruña Fernández, Ricardo
Fiedler, Patrique
de Fano, Antonio
Raeisi, Khadijeh
Khazaei, Mohammad
Zappasodi, Filippo
Comani, Silvia
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidad Complutense de Madrid
dc.subject.none.fl_str_mv Hyperbrain analysis
Electroencephalography
Cooperation
Competition
Intra-brain coupling
Inter-brain coupling
Joint action
Table tennis
Neurociencias (Medicina)
Psicología del deporte
6199 Otras Especialidades Psicológicas
topic Hyperbrain analysis
Electroencephalography
Cooperation
Competition
Intra-brain coupling
Inter-brain coupling
Joint action
Table tennis
Neurociencias (Medicina)
Psicología del deporte
6199 Otras Especialidades Psicológicas
description Investigating the neural mechanisms underlying both cooperative and competitive joint actions may have a wide impact in many social contexts of human daily life. An effective pipeline of analysis for hyperscanning data recorded in a naturalistic context with a cooperative and competitive motor task has been missing. We propose an analytical pipeline for this type of joint action data, which was validated on electroencephalographic (EEG) signals recorded in a proof-of-concept study on two dyads playing cooperative and competitive table tennis. Functional connectivity maps were reconstructed using the corrected imaginary part of the phase locking value (ciPLV), an algorithm suitable in case of EEG signals recorded during turn-based competitive joint actions. Hyperbrain, within-, and between-brain functional connectivity maps were calculated in three frequency bands (i.e., theta, alpha, and beta) relevant during complex motor task execution and were characterized with graph theoretical measures and a clustering approach. The results of the proof-of-concept study are in line with recent findings on the main features of the functional networks sustaining cooperation and competition, hence demonstrating that the proposed pipeline is promising tool for the analysis of joint action EEG data recorded during cooperation and competition using a turn-based motor task.
publishDate 2024
dc.date.none.fl_str_mv 2024
2024-05-09
2024
2024-05-09
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/20.500.14352/130525
url https://hdl.handle.net/20.500.14352/130525
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv European Commission http://dx.doi.org/10.13039/501100000780 Horizon 2020 Framework Programme 101007521
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Docta Complutense
instname:Universidad Complutense de Madrid (UCM)
instname_str Universidad Complutense de Madrid (UCM)
reponame_str Docta Complutense
collection Docta Complutense
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.81155

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