Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1784735349520465920 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9231481 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT adolphemaxime anopensourcecognitivetestbatterytoassesshumanattentionandmemory AT sawayamamasataka anopensourcecognitivetestbatterytoassesshumanattentionandmemory AT maureldenis anopensourcecognitivetestbatterytoassesshumanattentionandmemory AT delmasalexandra anopensourcecognitivetestbatterytoassesshumanattentionandmemory AT oudeyerpierreyves anopensourcecognitivetestbatterytoassesshumanattentionandmemory AT sauzeonhelene anopensourcecognitivetestbatterytoassesshumanattentionandmemory AT adolphemaxime opensourcecognitivetestbatterytoassesshumanattentionandmemory AT sawayamamasataka opensourcecognitivetestbatterytoassesshumanattentionandmemory AT maureldenis opensourcecognitivetestbatterytoassesshumanattentionandmemory AT delmasalexandra opensourcecognitivetestbatterytoassesshumanattentionandmemory AT oudeyerpierreyves opensourcecognitivetestbatterytoassesshumanattentionandmemory AT sauzeonhelene opensourcecognitivetestbatterytoassesshumanattentionandmemory |