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D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity

Distance Learning (D-learning), as an alternative educational solution for students who cannot attend in-person classes, has been deployed during the COVID-19 pandemic to deliver the promises promoted long ago by technology and education experts. For many professors and students, the shift was a fir...

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Detalles Bibliográficos
Autores principales: Ismaili, Jalal, El Moutaouakil, Karim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043834/
https://www.ncbi.nlm.nih.gov/pubmed/37008798
http://dx.doi.org/10.1007/s42979-023-01726-z
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author Ismaili, Jalal
El Moutaouakil, Karim
author_facet Ismaili, Jalal
El Moutaouakil, Karim
author_sort Ismaili, Jalal
collection PubMed
description Distance Learning (D-learning), as an alternative educational solution for students who cannot attend in-person classes, has been deployed during the COVID-19 pandemic to deliver the promises promoted long ago by technology and education experts. For many professors and students, the shift was a first as they had to resume their classes fully online despite not being academically competent to do so. This research paper examines the D-learning scenario introduced by Moulay Ismail University (MIU). It is based on the intelligent Association Rules method to identify relations between different variables. The significance of the method lies in its ability to assist in drawing relevant and accurate conclusions for decision-makers on how to rectify and adjust the adopted D-learning model in Morocco and elsewhere. The method also tracks the most probable future rules that govern the behavior of the population under study vis-à-vis D-learning; once these rules are outlined, the training quality can be dramatically improved by adopting better-informed strategies. The study concludes that most recurrent D-learning issues reported by students systematically interrelate with ownership of gadgets and that once specific procedures are implemented, reports concerning the D-learning experience at MIU are likely to be more comforting.
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spelling pubmed-100438342023-03-28 D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity Ismaili, Jalal El Moutaouakil, Karim SN Comput Sci Original Research Distance Learning (D-learning), as an alternative educational solution for students who cannot attend in-person classes, has been deployed during the COVID-19 pandemic to deliver the promises promoted long ago by technology and education experts. For many professors and students, the shift was a first as they had to resume their classes fully online despite not being academically competent to do so. This research paper examines the D-learning scenario introduced by Moulay Ismail University (MIU). It is based on the intelligent Association Rules method to identify relations between different variables. The significance of the method lies in its ability to assist in drawing relevant and accurate conclusions for decision-makers on how to rectify and adjust the adopted D-learning model in Morocco and elsewhere. The method also tracks the most probable future rules that govern the behavior of the population under study vis-à-vis D-learning; once these rules are outlined, the training quality can be dramatically improved by adopting better-informed strategies. The study concludes that most recurrent D-learning issues reported by students systematically interrelate with ownership of gadgets and that once specific procedures are implemented, reports concerning the D-learning experience at MIU are likely to be more comforting. Springer Nature Singapore 2023-03-28 2023 /pmc/articles/PMC10043834/ /pubmed/37008798 http://dx.doi.org/10.1007/s42979-023-01726-z Text en © The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd 2023, Springer Nature or its licensor (e.g. a society or other partner) 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 Original Research
Ismaili, Jalal
El Moutaouakil, Karim
D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity
title D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity
title_full D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity
title_fullStr D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity
title_full_unstemmed D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity
title_short D-Learning and COVID-19 Crisis: Appraisal of Reactions and Means of Perpetuity
title_sort d-learning and covid-19 crisis: appraisal of reactions and means of perpetuity
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043834/
https://www.ncbi.nlm.nih.gov/pubmed/37008798
http://dx.doi.org/10.1007/s42979-023-01726-z
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