Do learners share the same perceived learning outcomes in MOOCs? Identifying the role of motivation, perceived learning support, learning engagement, and self-regulated learning strategies

IF 6.4 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Xiaomei Wei , Nadira Saab , Wilfried Admiraal
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引用次数: 20

Abstract

The aim of this study was to examine how motivation, perceived learning support, learning engagement, and self-regulated learning strategies relate to learners' perceived learning outcomes of massive open online courses (MOOCs). An online survey was administered to 546 participants from four MOOCs. Seven types of reasons for attending MOOCs were identified, ranging from intrinsic to extrinsic motivation. One-way MANOVA revealed that learners with autonomous motivation demonstrate higher scores on perceived learning outcomes than learners with controlled motivation. In addition, multiple regression analysis methods showed that course design, interaction with instructors and peers, engagement in learning activities, and applying cognitive and metacognitive learning strategies significantly explain differences in perceived learning outcomes. Furthermore, mediation analyses demonstrated that cognitive and metacognitive learning strategies significantly mediated the relationships between motivation, perceived learning support, and learning engagement on the one hand and perceived learning outcomes on the other. Finally, practical implications are discussed and future research directions are recommended.

学习者在MOOC中的学习结果是否相同?确定动机、感知学习支持、学习参与和自我调节学习策略的作用
本研究的目的是检验动机、感知的学习支持、学习参与和自我调节的学习策略如何与学习者在大规模开放在线课程(MOOC)中感知的学习结果相关。对来自四个MOOC的546名参与者进行了在线调查。确定了参加慕课的七种原因,从内在动机到外在动机。MANOVA的一种方法显示,具有自主动机的学习者在感知学习结果方面的得分高于具有受控动机的学生。此外,多元回归分析方法表明,课程设计、与教师和同伴的互动、参与学习活动以及应用认知和元认知学习策略可以显著解释感知学习结果的差异。此外,中介分析表明,认知和元认知学习策略显著中介了动机、感知学习支持和学习参与与感知学习结果之间的关系。最后,讨论了实际意义,并提出了未来的研究方向。
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来源期刊
Internet and Higher Education
Internet and Higher Education EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
19.30
自引率
4.70%
发文量
30
审稿时长
40 days
期刊介绍: The Internet and Higher Education is a quarterly peer-reviewed journal focused on contemporary issues and future trends in online learning, teaching, and administration within post-secondary education. It welcomes contributions from diverse academic disciplines worldwide and provides a platform for theory papers, research studies, critical essays, editorials, reviews, case studies, and social commentary.
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