This study investigates the relationship between student participation in discussion forums and academic performance, and how this relationship is influenced by the delivery method (blended vs. fully online). Data from a university's Learning Management System (LMS) revealed that active participation in discussion forums is associated with higher final marks, with a more significant impact observed in blended delivery modes compared to fully online courses. The findings suggest that learning analytics from online forums can be used to improve teaching and learning practices.