ABSTRACT
MOOCs offer valuable learning experiences to students from all around the world. In addition to providing filmed lectures, readings, and problem sets, many MOOCs allow students to ask and answer questions about course materials with each other through interactive user forums. However, in current MOOCs, only 3 to 5 percent of those students interact in the user forum (Breslow 2013, Rosé et al. 2014) and more than 90 percent of students stop attending the course altogether (Jordan 2014). According to prior studies, this low level of social engagement in MOOCs may lead to student attrition and low performance (Ren et al. 2007). Hence, a natural question that arises then is, how can we promote interaction among students in MOOC discussion forums in order to reduce students' attrition and raise their performance? In this paper, we conduct a field experiment on the edX platform to identify factors that promote student engagement in MOOC discussion forums. Researchers have discovered that the number of people interacting in one online location (e.g. group, community or virtual classroom size) is a key characteristic mediating user engagement (Butler et. al 2014), and most prior works have shown that users in a smaller size group participate more per person. However, contrary to prior research, our results show that the students in larger size cohorts interact more per person and that this greater interaction in turn increases student retention and performance.
- Blatchford, P., & Mortimore, P. (1994). The issue of class size for young children in schools: what can we learn from research?. Oxford Review of Education, 20(4), 411--428.Google ScholarCross Ref
- Boudreau, K. J., & Lakhani, K. R. (2013). Using the crowd as an innovation partner. Harvard business review, 91(4), 60--69.Google Scholar
- Breslow, L., Pritchard, D. E., DeBoer, J., Stump, G. S., Ho, A. D., & Seaton, D. T. (2013). Studying learning in the worldwide classroom: Research into edX's first MOOC. Research & Practice in Assessment, 8(1), 13--25.Google Scholar
- Butler, B. S. (2001). Membership size, communication activity, and sustainability: A resource-based model of online social structures. Information systems research, 12(4), 346--362. Google ScholarDigital Library
- Butler, B. S., Bateman, P. J., Gray, P. H., & Diamant, E. I. (2014). An attraction-selection-attrition theory of online community size and resilience. Mis Quarterly, 38(3), 699--728. Google ScholarDigital Library
- Darley, J. M., & Latane, B. (1968). Bystander intervention in emergencies: diffusion of responsibility. Journal of personality and social psychology, 8(4p1), 377.Google ScholarCross Ref
- Finn, J. D., Pannozzo, G. M., & Achilles, C. M. (2003). The "why's" of class size: Student behavior in small classes. Review of Educational Research, 73(3), 321--368Google ScholarCross Ref
- Jordan, K. (2014). Initial trends in enrolment and completion of massive open online courses. The International Review Of Research In Open And Distributed Learning, 15(1).Google Scholar
- Kozinets, R. V., Hemetsberger, A., & Schau, H. J. (2008). The wisdom of consumer crowds collective innovation in the age of networked marketing.Journal of Macromarketing, 28(4), 339--354.Google Scholar
- Latane, B., Williams, K., & Harkins, S. (1979). Many hands make light the work: The causes and consequences of social loafing. Journal of personality and social psychology, 37(6), 822.Google ScholarCross Ref
- Levine, J. M., and R. L. Moreland 1998 "Small groups" in The handbook of social psychology. D. T. Gilbert, S. T. Fiske and G. Lindzey (eds). 415--469. Boston: McGraw-Hill.Google Scholar
- Ren, Y., Kraut, R., & Kiesler, S. (2007). Applying common identity and bond theory to design of online communities. Organization studies, 28(3), 377--408.Google Scholar
- Rosé, C. P., Carlson, R., Yang, D., Wen, M., Resnick, L., Goldman, P., & Sherer, J. (2014, March). Social factors that contribute to attrition in moocs. In Proceedings of the first ACM conference on Learning@ scale conference (pp. 197--198). ACM. Google ScholarDigital Library
- Wasko, M. M., & Faraj, S. (2005). Why should I share? Examining social capital and knowledge contribution in electronic networks of practice. MIS quarterly, 35--57. Google ScholarDigital Library
Index Terms
- Promoting Student Engagement in MOOCs
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