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文章基本信息

  • 标题:Applying Learning Analytics to Explore the Effects of Motivation on Online Students' Reading Behavioral Patterns
  • 本地全文:下载
  • 作者:Jerry Chih-Yuan Sun ; Che-Tsun Lin ; Chien Chou
  • 期刊名称:The International Review of Research in Open and Distributed Learning
  • 印刷版ISSN:1492-3831
  • 出版年度:2018
  • 卷号:19
  • 期号:2
  • 语种:English
  • 出版社:AU Press
  • 摘要:This study aims to apply a sequential analysis to explore the effect of learning motivation on online reading behavioral patterns. The study’s participants consisted of 160 graduate students who were classified into three group types: low reading duration with low motivation, low reading duration with high motivation, and high reading duration based on a second-order cluster analysis. After performing a sequential analysis, this study reveals that highly motivated students exhibited a relatively serious reading pattern in a multi-tasking learning environment, and that online reading duration was a significant indicator of motivation in taking an online course. Finally, recommendations were provided to instructors and researchers based on the results of the study.
  • 关键词:learning analytics; motivation; sequential analysis; online learning; behavioral pattern
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