The Big Picture of Learning Analytics: An Umbrella Meta-Review of Stakeholders, Funding Evidence, Benefits, Gaps, and Ethical Dimensions
Abstract
An anonymized protocol is available for editorial and reviewer inspection and will be made publicly accessible upon acceptance. This protocol was registered post hoc after completion of data extraction and synthesis. It serves as a retrospective record of the methods applied and does not represent prospective preregistration.
Fields of Study & Subjects
Online Learning and Analytics
Educational and Technological Research
Big Data and Business Intelligence
Publication details
- Journal / source
- OSF Preprints (OSF Preprints)
- Publication date
- 18 January 2026
- Document type
- Preprint