subject predicate object context
60672 Creator c9d52ef4a11ad1277436a89c20d0a5d4
60672 Creator 58223ce596eb9c58116b04bc3e385989
60672 Creator ext-95c8acaa89b019974a4a56aa9b6f4292
60672 Date 2019-08
60672 Is Part Of p03601315
60672 Is Part Of repository
60672 abstract Research has shown online learners’ performance to have a strong association with their demographic characteristics, such as regional belonging, socio-economic standing, education level, age, gender, and disability status. Despite a growing number of studies exploring factors for successful online learning outcomes, most researchers have utilised one or a combination of very few learner characteristics. Moreover, a limited number of studies scrutinised the impact of individual characteristics on learning outcomes as learners progress in a course. The current research aims to explore the dynamic impact of demographic characteristics on academic outcomes in the online learning environment. We investigated and compared the dynamic influence of six demographic characteristics on online learning outcomes using a sample of 8581 UK based learners across four Open University online courses from four different disciplines. We found region, neighborhood poverty level, and prior education respectively, to be strong predictors of overall learning outcomes. However, at a fine-grain level, such influence varied temporally as the course progressed, as well as between different courses. To conclude with, we discussed the implications for institutional support on adopting a tailored approach towards a more personalised student support system.
60672 authorList authors
60672 status peerReviewed
60672 volume 137
60672 type AcademicArticle
60672 type Article
60672 label Rizvi, Saman ; Rienties, Bart and Khoja, Shakeel Ahmed (2019). The role of demographics in online learning; A decision tree based approach. Computers & Education, 137 pp. 32–47.
60672 label Rizvi, Saman ; Rienties, Bart and Khoja, Shakeel Ahmed (2019). The role of demographics in online learning; A decision tree based approach. Computers & Education, 137 pp. 32–47.
60672 Title The role of demographics in online learning; A decision tree based approach
60672 in dataset oro