International Journal of Human-Computer Studies
Human-Computer Interaction
Mining LMS data to develop an "early warning system" for educators: A proof of concept
Computers & Education
The value of learning analytics to networked learning on a personal learning environment
Proceedings of the 1st International Conference on Learning Analytics and Knowledge
Learning analytics: drivers, developments and challenges
International Journal of Technology Enhanced Learning
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This paper reports on a study investigating the potential relationship between a student's discussion forum activity and their academic performance. The study also examined the influence of the delivery method i.e. blended or fully online on the impact that forum participation may have on a student's final mark. To address these aims, student forum participation data and teaching delivery method were extracted from the universities Learning Management System LMS. The analysis identified that students who actively participate in their teaching unit's discussion forum are more likely to achieve a higher final mark than those that do not participate. It was also observed that the resulting effect of participation in a teaching unit's online discussion forum was greater for a blended delivery modal than for fully online teaching units. This study affirms how learning analytics data derived from online discussion forums can be proactively applied to enhance teaching and learning practice.