Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search

Autores
Barbosa, Alessandra; Ruarte, Gonzalo; Ries, Anthony J.; Kamienkowski, Juan Esteban; Ison, Matias J.
Año de publicación
2024
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Introduction: In real-life scenarios, individuals frequently engage in tasks that involve searching for one of the distinct items stored in memory. This combined process of visual search and memory search is known as hybrid search. To date, most hybrid search studies have been restricted to average observers looking for previously well-memorized targets in blank backgrounds.Methods: We investigated the effects of context and the role of memory in hybrid search by modifying the task’s memorization phase to occur in all-new single trials. In addition, we aimed to assess how individual differences in visual working memory capacity and inhibitory control influence performance during hybrid search. In an online experiment, 110 participants searched for potential targets in images with and without context. A change detection and go/no-go task were also performed to measure working memory capacity and inhibitory control, respectively.Results: We show that, in target present trials, the main hallmarks of hybrid search remain present, with a linear relationship between reaction time and visual set size and a logarithmic relationship between reaction time and memory set size. These behavioral results can be reproduced by using a simple drift-diffusion model. Finally, working memory capacity did not predict most search performance measures. Inhibitory control, when relationships were significant, could account for only a small portion of the variability in the data.Discussion: This study provides insights into the effects of context and individual differences on search efficiency and termination.
Fil: Barbosa, Alessandra. University of Nottingham; Estados Unidos
Fil: Ruarte, Gonzalo. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Investigación en Ciencias de la Computación. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Investigación en Ciencias de la Computación; Argentina
Fil: Ries, Anthony J.. Devcom Army Reseach Laboratory; Estados Unidos
Fil: Kamienkowski, Juan Esteban. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Investigación en Ciencias de la Computación. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Investigación en Ciencias de la Computación; Argentina
Fil: Ison, Matias J.. University of Nottingham; Estados Unidos
Materia
Visual search
Hybrid search
Inhibitory control
Drift diffusion model
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/258717
Acceder
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repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual searchBarbosa, AlessandraRuarte, GonzaloRies, Anthony J.Kamienkowski, Juan EstebanIson, Matias J.Visual searchHybrid searchInhibitory controlDrift diffusion modelhttps://purl.org/becyt/ford/1.7https://purl.org/becyt/ford/1Introduction: In real-life scenarios, individuals frequently engage in tasks that involve searching for one of the distinct items stored in memory. This combined process of visual search and memory search is known as hybrid search. To date, most hybrid search studies have been restricted to average observers looking for previously well-memorized targets in blank backgrounds.Methods: We investigated the effects of context and the role of memory in hybrid search by modifying the task’s memorization phase to occur in all-new single trials. In addition, we aimed to assess how individual differences in visual working memory capacity and inhibitory control influence performance during hybrid search. In an online experiment, 110 participants searched for potential targets in images with and without context. A change detection and go/no-go task were also performed to measure working memory capacity and inhibitory control, respectively.Results: We show that, in target present trials, the main hallmarks of hybrid search remain present, with a linear relationship between reaction time and visual set size and a logarithmic relationship between reaction time and memory set size. These behavioral results can be reproduced by using a simple drift-diffusion model. Finally, working memory capacity did not predict most search performance measures. Inhibitory control, when relationships were significant, could account for only a small portion of the variability in the data.Discussion: This study provides insights into the effects of context and individual differences on search efficiency and termination.Fil: Barbosa, Alessandra. University of Nottingham; Estados UnidosFil: Ruarte, Gonzalo. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Investigación en Ciencias de la Computación. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Investigación en Ciencias de la Computación; ArgentinaFil: Ries, Anthony J.. Devcom Army Reseach Laboratory; Estados UnidosFil: Kamienkowski, Juan Esteban. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Investigación en Ciencias de la Computación. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Investigación en Ciencias de la Computación; ArgentinaFil: Ison, Matias J.. University of Nottingham; Estados UnidosFrontiers Research Foundation2024-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/258717Barbosa, Alessandra; Ruarte, Gonzalo; Ries, Anthony J.; Kamienkowski, Juan Esteban; Ison, Matias J.; Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search; Frontiers Research Foundation; Frontiers In Human Neuroscience; 18; 8-2024; 1-121662-5161CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://www.frontiersin.org/articles/10.3389/fnhum.2024.1436564/fullinfo:eu-repo/semantics/altIdentifier/doi/10.3389/fnhum.2024.1436564info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:30:03Zoai:ri.conicet.gov.ar:11336/258717instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 10:30:04.057CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
title Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
spellingShingle Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
Barbosa, Alessandra
Visual search
Hybrid search
Inhibitory control
Drift diffusion model
title_short Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
title_full Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
title_fullStr Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
title_full_unstemmed Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
title_sort Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search
dc.creator.none.fl_str_mv Barbosa, Alessandra
Ruarte, Gonzalo
Ries, Anthony J.
Kamienkowski, Juan Esteban
Ison, Matias J.
author Barbosa, Alessandra
author_facet Barbosa, Alessandra
Ruarte, Gonzalo
Ries, Anthony J.
Kamienkowski, Juan Esteban
Ison, Matias J.
author_role author
author2 Ruarte, Gonzalo
Ries, Anthony J.
Kamienkowski, Juan Esteban
Ison, Matias J.
author2_role author
author
author
author
dc.subject.none.fl_str_mv Visual search
Hybrid search
Inhibitory control
Drift diffusion model
topic Visual search
Hybrid search
Inhibitory control
Drift diffusion model
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.7
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Introduction: In real-life scenarios, individuals frequently engage in tasks that involve searching for one of the distinct items stored in memory. This combined process of visual search and memory search is known as hybrid search. To date, most hybrid search studies have been restricted to average observers looking for previously well-memorized targets in blank backgrounds.Methods: We investigated the effects of context and the role of memory in hybrid search by modifying the task’s memorization phase to occur in all-new single trials. In addition, we aimed to assess how individual differences in visual working memory capacity and inhibitory control influence performance during hybrid search. In an online experiment, 110 participants searched for potential targets in images with and without context. A change detection and go/no-go task were also performed to measure working memory capacity and inhibitory control, respectively.Results: We show that, in target present trials, the main hallmarks of hybrid search remain present, with a linear relationship between reaction time and visual set size and a logarithmic relationship between reaction time and memory set size. These behavioral results can be reproduced by using a simple drift-diffusion model. Finally, working memory capacity did not predict most search performance measures. Inhibitory control, when relationships were significant, could account for only a small portion of the variability in the data.Discussion: This study provides insights into the effects of context and individual differences on search efficiency and termination.
Fil: Barbosa, Alessandra. University of Nottingham; Estados Unidos
Fil: Ruarte, Gonzalo. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Investigación en Ciencias de la Computación. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Investigación en Ciencias de la Computación; Argentina
Fil: Ries, Anthony J.. Devcom Army Reseach Laboratory; Estados Unidos
Fil: Kamienkowski, Juan Esteban. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Investigación en Ciencias de la Computación. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Investigación en Ciencias de la Computación; Argentina
Fil: Ison, Matias J.. University of Nottingham; Estados Unidos
description Introduction: In real-life scenarios, individuals frequently engage in tasks that involve searching for one of the distinct items stored in memory. This combined process of visual search and memory search is known as hybrid search. To date, most hybrid search studies have been restricted to average observers looking for previously well-memorized targets in blank backgrounds.Methods: We investigated the effects of context and the role of memory in hybrid search by modifying the task’s memorization phase to occur in all-new single trials. In addition, we aimed to assess how individual differences in visual working memory capacity and inhibitory control influence performance during hybrid search. In an online experiment, 110 participants searched for potential targets in images with and without context. A change detection and go/no-go task were also performed to measure working memory capacity and inhibitory control, respectively.Results: We show that, in target present trials, the main hallmarks of hybrid search remain present, with a linear relationship between reaction time and visual set size and a logarithmic relationship between reaction time and memory set size. These behavioral results can be reproduced by using a simple drift-diffusion model. Finally, working memory capacity did not predict most search performance measures. Inhibitory control, when relationships were significant, could account for only a small portion of the variability in the data.Discussion: This study provides insights into the effects of context and individual differences on search efficiency and termination.
publishDate 2024
dc.date.none.fl_str_mv 2024-08
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/258717
Barbosa, Alessandra; Ruarte, Gonzalo; Ries, Anthony J.; Kamienkowski, Juan Esteban; Ison, Matias J.; Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search; Frontiers Research Foundation; Frontiers In Human Neuroscience; 18; 8-2024; 1-12
1662-5161
CONICET Digital
CONICET
url http://hdl.handle.net/11336/258717
identifier_str_mv Barbosa, Alessandra; Ruarte, Gonzalo; Ries, Anthony J.; Kamienkowski, Juan Esteban; Ison, Matias J.; Investigating the effects of context, visual working memory, and inhibitory control in hybrid visual search; Frontiers Research Foundation; Frontiers In Human Neuroscience; 18; 8-2024; 1-12
1662-5161
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://www.frontiersin.org/articles/10.3389/fnhum.2024.1436564/full
info:eu-repo/semantics/altIdentifier/doi/10.3389/fnhum.2024.1436564
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Frontiers Research Foundation
publisher.none.fl_str_mv Frontiers Research Foundation
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.070432

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