The Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course
High dropout rates have been an unsolved issue in massive open online courses (MOOCs). As perceived effectiveness predicts learner retention in MOOCs, instructional design factors that affect it have been increasingly examined. However, self-regulated learning, self-efficacy, and task value have be...
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Athabasca University Press
2020
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oai:doaj.org-article:692bab5a666043f1a8d305dc0875037b2021-12-02T18:02:59ZThe Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course10.19173/irrodl.v21i3.46421492-3831https://doaj.org/article/692bab5a666043f1a8d305dc0875037b2020-03-01T00:00:00Zhttp://www.irrodl.org/index.php/irrodl/article/view/4642https://doaj.org/toc/1492-3831 High dropout rates have been an unsolved issue in massive open online courses (MOOCs). As perceived effectiveness predicts learner retention in MOOCs, instructional design factors that affect it have been increasingly examined. However, self-regulated learning, self-efficacy, and task value have been underestimated from the perspective of instructors even though they are important instructional design considerations for MOOCs. This study investigated the influence of self-regulated learning strategies, self-efficacy, and task value on perceived effectiveness of successful MOOC learners. Three hundred fifty-three learners who successfully completed the Mountain 101 MOOC participated in this study by completing a survey through e-mail. The results of stepwise multiple regression analysis showed that perceived effectiveness was significantly predicted by both self-regulated learning strategies and task value. In addition, the results of another stepwise multiple regression analysis showed that meta-cognitive activities after learning, environmental structuring, and time management significantly predicted perceived effectiveness. Daeyeoul LeeSunnie Lee WatsonWilliam R. WatsonAthabasca University Pressarticleself-regulated learningself-efficacytask valueMOOCsperceived effectivenessSpecial aspects of educationLC8-6691ENInternational Review of Research in Open and Distributed Learning, Vol 21, Iss 3 (2020) |
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self-regulated learning self-efficacy task value MOOCs perceived effectiveness Special aspects of education LC8-6691 |
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self-regulated learning self-efficacy task value MOOCs perceived effectiveness Special aspects of education LC8-6691 Daeyeoul Lee Sunnie Lee Watson William R. Watson The Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course |
description |
High dropout rates have been an unsolved issue in massive open online courses (MOOCs). As perceived effectiveness predicts learner retention in MOOCs, instructional design factors that affect it have been increasingly examined. However, self-regulated learning, self-efficacy, and task value have been underestimated from the perspective of instructors even though they are important instructional design considerations for MOOCs. This study investigated the influence of self-regulated learning strategies, self-efficacy, and task value on perceived effectiveness of successful MOOC learners. Three hundred fifty-three learners who successfully completed the Mountain 101 MOOC participated in this study by completing a survey through e-mail. The results of stepwise multiple regression analysis showed that perceived effectiveness was significantly predicted by both self-regulated learning strategies and task value. In addition, the results of another stepwise multiple regression analysis showed that meta-cognitive activities after learning, environmental structuring, and time management significantly predicted perceived effectiveness.
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format |
article |
author |
Daeyeoul Lee Sunnie Lee Watson William R. Watson |
author_facet |
Daeyeoul Lee Sunnie Lee Watson William R. Watson |
author_sort |
Daeyeoul Lee |
title |
The Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course |
title_short |
The Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course |
title_full |
The Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course |
title_fullStr |
The Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course |
title_full_unstemmed |
The Influence of Successful MOOC Learners’ Self-Regulated Learning Strategies, Self-Efficacy, and Task Value on Their Perceived Effectiveness of a Massive Open Online Course |
title_sort |
influence of successful mooc learners’ self-regulated learning strategies, self-efficacy, and task value on their perceived effectiveness of a massive open online course |
publisher |
Athabasca University Press |
publishDate |
2020 |
url |
https://doaj.org/article/692bab5a666043f1a8d305dc0875037b |
work_keys_str_mv |
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