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On enhancing students’ cognitive abilities in online learning using brain activity and eye movements

The COVID-19 pandemic has interrupted education institutions in over 150 nations, affecting billions of students. Many governments have forced a transition in higher education from in-person to remote learning. After this abrupt, worldwide transition away from the classroom, some question whether on...

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Autores principales: Jamil, Nuraini, Belkacem, Abdelkader Nasreddine, Lakas, Abderrahmane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574174/
https://www.ncbi.nlm.nih.gov/pubmed/36277512
http://dx.doi.org/10.1007/s10639-022-11372-2
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author Jamil, Nuraini
Belkacem, Abdelkader Nasreddine
Lakas, Abderrahmane
author_facet Jamil, Nuraini
Belkacem, Abdelkader Nasreddine
Lakas, Abderrahmane
author_sort Jamil, Nuraini
collection PubMed
description The COVID-19 pandemic has interrupted education institutions in over 150 nations, affecting billions of students. Many governments have forced a transition in higher education from in-person to remote learning. After this abrupt, worldwide transition away from the classroom, some question whether online education will continue to grow in acceptance in post-pandemic times. However, new technology, such as the brain-computer interface and eye-tracking, have the potential to improve the remote learning environment, which currently faces several obstacles and deficiencies. Cognitive brain computer interfaces can help us develop a better understanding of brain functions, allowing for the development of more effective learning methodologies and the enhancement of brain-based skills. We carried out a systematic literature review of research on the use of brain computer interfaces and eye-tracking to measure students’ cognitive skills during online learning. We found that, because many experimental tasks depend on recorded rather than real-time video, students don’t have direct and real-time interaction with their teacher. Further, we found no evidence in any of the reviewed papers for brain-to-brain synchronization during remote learning. This points to a potentially fruitful future application of brain computer interfaces in education, investigating whether the brains of student-teacher pairs who interact with the same course content have increasingly similar brain patterns.
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spelling pubmed-95741742022-10-17 On enhancing students’ cognitive abilities in online learning using brain activity and eye movements Jamil, Nuraini Belkacem, Abdelkader Nasreddine Lakas, Abderrahmane Educ Inf Technol (Dordr) Article The COVID-19 pandemic has interrupted education institutions in over 150 nations, affecting billions of students. Many governments have forced a transition in higher education from in-person to remote learning. After this abrupt, worldwide transition away from the classroom, some question whether online education will continue to grow in acceptance in post-pandemic times. However, new technology, such as the brain-computer interface and eye-tracking, have the potential to improve the remote learning environment, which currently faces several obstacles and deficiencies. Cognitive brain computer interfaces can help us develop a better understanding of brain functions, allowing for the development of more effective learning methodologies and the enhancement of brain-based skills. We carried out a systematic literature review of research on the use of brain computer interfaces and eye-tracking to measure students’ cognitive skills during online learning. We found that, because many experimental tasks depend on recorded rather than real-time video, students don’t have direct and real-time interaction with their teacher. Further, we found no evidence in any of the reviewed papers for brain-to-brain synchronization during remote learning. This points to a potentially fruitful future application of brain computer interfaces in education, investigating whether the brains of student-teacher pairs who interact with the same course content have increasingly similar brain patterns. Springer US 2022-10-17 2023 /pmc/articles/PMC9574174/ /pubmed/36277512 http://dx.doi.org/10.1007/s10639-022-11372-2 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Jamil, Nuraini
Belkacem, Abdelkader Nasreddine
Lakas, Abderrahmane
On enhancing students’ cognitive abilities in online learning using brain activity and eye movements
title On enhancing students’ cognitive abilities in online learning using brain activity and eye movements
title_full On enhancing students’ cognitive abilities in online learning using brain activity and eye movements
title_fullStr On enhancing students’ cognitive abilities in online learning using brain activity and eye movements
title_full_unstemmed On enhancing students’ cognitive abilities in online learning using brain activity and eye movements
title_short On enhancing students’ cognitive abilities in online learning using brain activity and eye movements
title_sort on enhancing students’ cognitive abilities in online learning using brain activity and eye movements
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574174/
https://www.ncbi.nlm.nih.gov/pubmed/36277512
http://dx.doi.org/10.1007/s10639-022-11372-2
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