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An Open-Source Cognitive Test Battery to Assess Human Attention and Memory

Cognitive test batteries are widely used in diverse research fields, such as cognitive training, cognitive disorder assessment, or brain mechanism understanding. Although they need flexibility according to their usage objectives, most test batteries are not available as open-source software and are...

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Autores principales: Adolphe, Maxime, Sawayama, Masataka, Maurel, Denis, Delmas, Alexandra, Oudeyer, Pierre-Yves, Sauzéon, Hélène
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231481/
https://www.ncbi.nlm.nih.gov/pubmed/35756204
http://dx.doi.org/10.3389/fpsyg.2022.880375
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author Adolphe, Maxime
Sawayama, Masataka
Maurel, Denis
Delmas, Alexandra
Oudeyer, Pierre-Yves
Sauzéon, Hélène
author_facet Adolphe, Maxime
Sawayama, Masataka
Maurel, Denis
Delmas, Alexandra
Oudeyer, Pierre-Yves
Sauzéon, Hélène
author_sort Adolphe, Maxime
collection PubMed
description Cognitive test batteries are widely used in diverse research fields, such as cognitive training, cognitive disorder assessment, or brain mechanism understanding. Although they need flexibility according to their usage objectives, most test batteries are not available as open-source software and are not be tuned by researchers in detail. The present study introduces an open-source cognitive test battery to assess attention and memory, using a javascript library, p5.js. Because of the ubiquitous nature of dynamic attention in our daily lives, it is crucial to have tools for its assessment or training. For that purpose, our test battery includes seven cognitive tasks (multiple-objects tracking, enumeration, go/no-go, load-induced blindness, task-switching, working memory, and memorability), common in cognitive science literature. By using the test battery, we conducted an online experiment to collect the benchmark data. Results conducted on 2 separate days showed the high cross-day reliability. Specifically, the task performance did not largely change with the different days. Besides, our test battery captures diverse individual differences and can evaluate them based on the cognitive factors extracted from latent factor analysis. Since we share our source code as open-source software, users can expand and manipulate experimental conditions flexibly. Our test battery is also flexible in terms of the experimental environment, i.e., it is possible to experiment either online or in a laboratory environment.
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spelling pubmed-92314812022-06-25 An Open-Source Cognitive Test Battery to Assess Human Attention and Memory Adolphe, Maxime Sawayama, Masataka Maurel, Denis Delmas, Alexandra Oudeyer, Pierre-Yves Sauzéon, Hélène Front Psychol Psychology Cognitive test batteries are widely used in diverse research fields, such as cognitive training, cognitive disorder assessment, or brain mechanism understanding. Although they need flexibility according to their usage objectives, most test batteries are not available as open-source software and are not be tuned by researchers in detail. The present study introduces an open-source cognitive test battery to assess attention and memory, using a javascript library, p5.js. Because of the ubiquitous nature of dynamic attention in our daily lives, it is crucial to have tools for its assessment or training. For that purpose, our test battery includes seven cognitive tasks (multiple-objects tracking, enumeration, go/no-go, load-induced blindness, task-switching, working memory, and memorability), common in cognitive science literature. By using the test battery, we conducted an online experiment to collect the benchmark data. Results conducted on 2 separate days showed the high cross-day reliability. Specifically, the task performance did not largely change with the different days. Besides, our test battery captures diverse individual differences and can evaluate them based on the cognitive factors extracted from latent factor analysis. Since we share our source code as open-source software, users can expand and manipulate experimental conditions flexibly. Our test battery is also flexible in terms of the experimental environment, i.e., it is possible to experiment either online or in a laboratory environment. Frontiers Media S.A. 2022-06-10 /pmc/articles/PMC9231481/ /pubmed/35756204 http://dx.doi.org/10.3389/fpsyg.2022.880375 Text en Copyright © 2022 Adolphe, Sawayama, Maurel, Delmas, Oudeyer and Sauzéon. https://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
Adolphe, Maxime
Sawayama, Masataka
Maurel, Denis
Delmas, Alexandra
Oudeyer, Pierre-Yves
Sauzéon, Hélène
An Open-Source Cognitive Test Battery to Assess Human Attention and Memory
title An Open-Source Cognitive Test Battery to Assess Human Attention and Memory
title_full An Open-Source Cognitive Test Battery to Assess Human Attention and Memory
title_fullStr An Open-Source Cognitive Test Battery to Assess Human Attention and Memory
title_full_unstemmed An Open-Source Cognitive Test Battery to Assess Human Attention and Memory
title_short An Open-Source Cognitive Test Battery to Assess Human Attention and Memory
title_sort open-source cognitive test battery to assess human attention and memory
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231481/
https://www.ncbi.nlm.nih.gov/pubmed/35756204
http://dx.doi.org/10.3389/fpsyg.2022.880375
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