The interaction of collaboration, note-taking completeness, and performance over 10 weeks of an online course


Costley J. Courtney M. Fanguy M.
January 2022Elsevier Ltd

Internet and Higher Education
2022#52

This study examines the effects that online collaborative note-taking has on student performance. The study draws on 10 weeks of data from 273 STEM university students who were collaborating in 61 groups. Group and individual learning were assessed weekly by evaluating the completeness of collaborative note-taking documents and subsequent individual assessments. Analysis suggested up to 23% of the variation in course performance could be attributed to between-group effects. Further, a series of 10 multilevel temporal models suggested no substantive effects in the first half of the course, though in the second half of the course, groups that co-created more complete course notes tended to exhibit improved average student performance. We speculate that the learning advantages afforded to student groups that produce more complete course notes may be delayed. This study adds to the growing body of research into the effects that collaboration has on student learning.

Assessment , Collaborative note-taking behavior , Course performance , Multilevel temporal models , Online learning

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National Research University Higher School of Economics, Institute of Education, Moscow, Russian Federation
Graduate School of Education, Nazarbayev University, Nur-Sultan, Kazakhstan
School of Humanities and Social Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea

National Research University Higher School of Economics
Graduate School of Education
School of Humanities and Social Sciences

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