Social presence in online discussions as a process predictor of academic performance ARTICLE
Journal of Computer Assisted Learning Volume 31, Number 6, ISSN 1365-2729 Publisher: Wiley
With the steady development of online education and online learning environments, possibilities to support social interactions between students have advanced significantly. This study examined the relationship between indicators of social presence and academic performance. Social presence is defined as students' ability to engage socially with an online learning community. The results of a multiple regression analysis showed that certain indicators of social presence were significant predictors of final grades in a master's level computer science online course. Moreover, the study also revealed that teaching presence moderated the association between social presence and academic performance, indicating that a course design that increased the level of meaningful interactions between students had a significant impact on the development of social presence, and thus could positively affect students' academic performance. This is especially important in situations when discussions are introduced to promote the development of learning outcomes assessed in courses. Another implication of our results is that indicators of social presence can be used for early detection of students at risk of failing a course. Findings inform research and practice in the emerging field of learning analytics by prompting the opportunities to offer actionable insights into the reasons why certain students are lagging behind.
Joksimović, S., Gašević, D., Kovanović, V., Riecke, B.E. & Hatala, M. (2015). Social presence in online discussions as a process predictor of academic performance. Journal of Computer Assisted Learning, 31(6), 638-654. Wiley. Retrieved October 22, 2018 from https://www.learntechlib.org/p/161976/.
David Mykota, Dept. of Educational Psychology & Special EducationCollege of EducationUniversity of Saskatchewan, Canada
Society for Information Technology & Teacher Education International Conference 2018 (Mar 26, 2018) pp. 983–988
Francisco Medeiros, Federal Institute of Education, Science and Technology of Paraiba, Brazil; Alex Gomes, Federal University of Pernambuco, Brazil
E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2016 (Nov 14, 2016) pp. 944–949
Francisco Medeiros, Federal Institute of Education, Science and Technology of Paraiba, Brazil; Alex Gomes, UFPE, Brazil
E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2016 (Nov 14, 2016) pp. 939–943
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