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Autor/inn/enChen, Chen; Sonnert, Gerhard; Sadler, Philip M.; Sasselov, Dimitar D.; Fredericks, Colin; Malan, David J.
TitelGoing over the Cliff: MOOC Dropout Behavior at Chapter Transition
QuelleIn: Distance Education, 41 (2020) 1, S.6-25 (20 Seiten)Infoseite zur Zeitschrift
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ZusatzinformationORCID (Chen, Chen)
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN0158-7919
DOI10.1080/01587919.2020.1724772
SchlagwörterOnline Courses; Dropouts; Learning Analytics; Dropout Rate; Computer Science Education; Astronomy; Cultural Capital; Student Motivation; Self Determination; Risk; Units of Study
AbstractParticipants' engagement in massive online open courses (MOOCs) is highly irregular and self-directed. It is well known in the field of television media that substantial parts of the audience tend to drop out at major episodic, or seasonal, closures, which makes creating cliff-hangers a crucial strategy to retain viewers (Bakker, 1993; Cazani, 2016; Thompson, 2003). Could there be an analogous pattern in MOOCs--with an elevated probability of dropout at major chapter transitions? Applying disjoint survival analysis on a sample of 12,913 students in a popular astronomy MOOC that built participants' cultural capital (hobbyist pursuits), we found a significant increase in dropout rates at chapter closures. Moreover, the latter the chapter closure was positioned in the course sequence, the higher the dropout rate became. We found this pattern replicated in a sample of 20,134 students in a popular computer science MOOC that introduced participants to programming. (As Provided).
AnmerkungenRoutledge. Available from: Taylor & Francis, Ltd. 530 Walnut Street Suite 850, Philadelphia, PA 19106. Tel: 800-354-1420; Tel: 215-625-8900; Fax: 215-207-0050; Web site: http://www.tandf.co.uk/journals
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2022/1/01
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