The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic

This study explored the factors influencing students’ willingness to continue with the online learning system during the coronavirus disease 2019 (COVID-19) pandemic by adopting the stimulus–organism–response (SOR) theory. This study also incorporated e-learning readiness, performance, and satisfact...

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Main Authors: Ngah, Abdul Hafaz, Kamalrulzaman, Nurul Izni, Mohamad, Mohamad Firdaus Halimi, Abdul Rashid, Rosyati, Harun, Nor Omaima, Ariffin, Nur Asma, Abu Osman, Noor Azuan
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Published: Springer 2022
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Online Access:http://eprints.um.edu.my/43342/
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Institution: Universiti Malaya
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spelling my.um.eprints.433422023-11-16T06:43:01Z http://eprints.um.edu.my/43342/ The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic Ngah, Abdul Hafaz Kamalrulzaman, Nurul Izni Mohamad, Mohamad Firdaus Halimi Abdul Rashid, Rosyati Harun, Nor Omaima Ariffin, Nur Asma Abu Osman, Noor Azuan L Education (General) LC Special aspects of education This study explored the factors influencing students’ willingness to continue with the online learning system during the coronavirus disease 2019 (COVID-19) pandemic by adopting the stimulus–organism–response (SOR) theory. This study also incorporated e-learning readiness, performance, and satisfaction as mediators. The present study employed the purposive sampling method, whereby 2215 data of undergraduate students from a public university were gathered using an online survey and analysed using structural equation modelling (SEM) with Smart Partial Least Squares (SmartPLS). The results revealed that students’ e-learning readiness, performance, and satisfaction positively influenced their willingness to continue online learning. Besides, students’ e-learning readiness, performance, and satisfaction sequentially mediated the relationship between the online learning system quality and willingness to continue online learning. Significantly, this study provided new insights into the literature on students’ willingness to continue online learning by providing empirical evidence on the factors that support their willingness to continue online learning during the COVID-19 pandemic. © 2022, The Author(s). Springer 2022-03-25 Article PeerReviewed Ngah, Abdul Hafaz and Kamalrulzaman, Nurul Izni and Mohamad, Mohamad Firdaus Halimi and Abdul Rashid, Rosyati and Harun, Nor Omaima and Ariffin, Nur Asma and Abu Osman, Noor Azuan (2022) The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic. Research and Practice in Technology Enhanced Learning, 17 (1). ISSN 1793-7078, DOI https://doi.org/10.1186/s41039-022-00188-w <https://doi.org/10.1186/s41039-022-00188-w>. 10.1186/s41039-022-00188-w
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic L Education (General)
LC Special aspects of education
spellingShingle L Education (General)
LC Special aspects of education
Ngah, Abdul Hafaz
Kamalrulzaman, Nurul Izni
Mohamad, Mohamad Firdaus Halimi
Abdul Rashid, Rosyati
Harun, Nor Omaima
Ariffin, Nur Asma
Abu Osman, Noor Azuan
The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic
description This study explored the factors influencing students’ willingness to continue with the online learning system during the coronavirus disease 2019 (COVID-19) pandemic by adopting the stimulus–organism–response (SOR) theory. This study also incorporated e-learning readiness, performance, and satisfaction as mediators. The present study employed the purposive sampling method, whereby 2215 data of undergraduate students from a public university were gathered using an online survey and analysed using structural equation modelling (SEM) with Smart Partial Least Squares (SmartPLS). The results revealed that students’ e-learning readiness, performance, and satisfaction positively influenced their willingness to continue online learning. Besides, students’ e-learning readiness, performance, and satisfaction sequentially mediated the relationship between the online learning system quality and willingness to continue online learning. Significantly, this study provided new insights into the literature on students’ willingness to continue online learning by providing empirical evidence on the factors that support their willingness to continue online learning during the COVID-19 pandemic. © 2022, The Author(s).
format Article
author Ngah, Abdul Hafaz
Kamalrulzaman, Nurul Izni
Mohamad, Mohamad Firdaus Halimi
Abdul Rashid, Rosyati
Harun, Nor Omaima
Ariffin, Nur Asma
Abu Osman, Noor Azuan
author_facet Ngah, Abdul Hafaz
Kamalrulzaman, Nurul Izni
Mohamad, Mohamad Firdaus Halimi
Abdul Rashid, Rosyati
Harun, Nor Omaima
Ariffin, Nur Asma
Abu Osman, Noor Azuan
author_sort Ngah, Abdul Hafaz
title The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic
title_short The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic
title_full The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic
title_fullStr The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic
title_full_unstemmed The sequential mediation model of students’ willingness to continue online learning during the COVID-19 pandemic
title_sort sequential mediation model of students’ willingness to continue online learning during the covid-19 pandemic
publisher Springer
publishDate 2022
url http://eprints.um.edu.my/43342/
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