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dc.contributor.authorMa, Jing
dc.contributor.authorHan, Xibin
dc.contributor.authorYang, Juan
dc.contributor.authorCheng, Jiangang
dc.date.accessioned2018-01-04T03:05:47Z
dc.date.available2018-01-04T03:05:47Z
dc.date.issued2015
dc.identifier.issn1873-5525en_US
dc.identifier.doi10.1016/j.iheduc.2014.09.005en_US
dc.identifier.urihttp://hdl.handle.net/10072/173196
dc.description.abstractThis study analyzes the impact of an instructor on the students' engagement using learning analytics approach by tracking one university's log data of teaching and learning activities in a web-based learning platform. Based on the tracking data and theoretical analysis, this study builds a teaching and learning interaction activity model to show how the instructor's course preparation and assistance activities affect different dimensions of student engagement activities and the relationship between these activities. The results reveal that an instructor's course preparation is significantly positively related to the students' viewing activities, while instructor's guidance and assistance has a significant impact on the students' completing learning tasks. The study also indicates that the students' viewing activities have a direct positive influence on their completing learning tasks activities. Students' completing learning tasks exert direct positive influence on their interaction for learning, while their viewing activities have an indirect impact on their interaction activities.en_US
dc.description.peerreviewedYesen_US
dc.languageEnglishen_US
dc.publisherElsevieren_US
dc.relation.ispartofpagefrom26en_US
dc.relation.ispartofpageto34en_US
dc.relation.ispartofjournalInternet and Higher Educationen_US
dc.relation.ispartofvolume24en_US
dc.subject.fieldofresearchTeacher Education and Professional Development of Educatorsen_US
dc.subject.fieldofresearchcode130313en_US
dc.titleExamining the necessary condition for engagement in an online learning environment based on learning analytics approach: The role of the instructoren_US
dc.typeJournal articleen_US
dc.type.descriptionC1 - Peer Reviewed (HERDC)en_US
dc.type.codeC - Journal Articlesen_US
gro.hasfulltextNo Full Text
gro.griffith.authorHan, Xibin


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