文章基本信息

标题：An empirical investigation of the antecedents of learner-centered outcome measures in MOOCs
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作者：Eyal Rabin ; Yoram M. Kalman ; Marco Kalz 等
期刊名称：International Journal of Educational Technology in Higher Education
印刷版ISSN：1698-580X
电子版ISSN：2365-9440
出版年度：2019
卷号：16
期号：1
页码：1-20
DOI：10.1186/s41239-019-0144-3
出版社：Springer Verlag
摘要：This research revealed the antecedes of two learner-centered outcome measures of success in massive open online courses (MOOCs): learner satisfaction and learner intention-fulfillment. Previous studies used success criteria from formal education contexts placing retention and completion rates as the ultimate outcome measures. We argue that the suggested learner-centered outcomes are more appropriate for measuring success in non-formal lifelong learning settings because they are focused on the learner’s intentions, rather than the intentions of the course developer. The behavioural measures of 125 MOOC participants who answered a pre- and a post-questionnaire were harvested. The analysis revealed that learner satisfaction was directly affected by: the importance of the MOOC’s benefits; online self-regulated learning - goal setting; number of video lectures accessed; and, perceived course usability. Age and the number of quizzes accessed indirectly effected learner satisfaction, through perceived course usability and through number of video lectures accessed. Intention-fulfillment was directly affected by: gender; the importance of the MOOC’s benefits; online self-regulated learning - goal setting; the number of quizzes accessed; the duration of participation; and, perceived course usability. Previous experience with MOOCs and the importance of MOOC’s benefits, indirectly affected intention-fulfillment through the number of quizzes accessed and perceived course usability..
关键词：MOOC; Perceived learning outcomes; Structural equation modeling; Student satisfaction; Intention;fulfilment; Learning analytics; Educational data mining