Making Sense of Learning Analytics Dashboards: A Technology Acceptance Perspective of 95 Teachers
Bart Rienties, Open University UK ; Christothea Herodotou, Tom Olney, Open University UK, Institute of Educational Technology, Milton Keynes, United Kingdom ; Mat Schencks, Avi Boroowa, Open University UK, LTI, Milton Keynes, United Kingdom
IRRODL Volume 19, Number 5, ISSN 1492-3831 Publisher: Athabasca University Press
The importance of teachers in online learning is widely acknowledged to effectively support and stimulate learners. With the increasing availability of learning analytics data, online teachers might be able to use learning analytics dashboards to facilitate learners with different learning needs. However, deployment of learning analytics visualisations by teachers also requires buy-in from teachers. Using the principles of technology acceptance model, in this embedded case-study, we explored teachers’ readiness for learning analytics visualisations amongst 95 experienced teaching staff at one of the largest distance learning universities by using an innovative training method called Analytics4Action Workshop. The findings indicated that participants appreciated the interactive and hands-on approach, but at the same time were skeptical about the perceived ease of use of learning analytics tools they were offered. Most teachers indicated a need for additional training and follow-up support for working with learning analytics tools. Our results highlight a need for institutions to provide effective professional development opportunities for learning analytics.
Rienties, B., Herodotou, C., Olney, T., Schencks, M. & Boroowa, A. (2018). Making Sense of Learning Analytics Dashboards: A Technology Acceptance Perspective of 95 Teachers. The International Review of Research in Open and Distributed Learning, 19(5),. Athabasca University Press.