ISLS 2026
ICLS Poster

#583: Personalized Learning Analytics Dashboards in Higher Education: Fostering Self-Regulated Learning and Student Agency

Wed Jun 17, 4:15 PM–5:45 PM · Online

This rapid scoping review examines how personalized learning analytics dashboards (LADs) foster self-regulated learning (SRL) and student agency in higher education. Following the PRISMA guidelines, it synthesizes findings from twelve articles (2023-2025) grounded in SRL theory and student agency theory. Key findings indicate: (1) personalized feedback in LADs promote metacognitive reflection and goal setting, and (2) data visualization enhance metacognitive awareness. This review highlights the benefits while also acknowledging limitations in overlooking potential challenges.

Speakers

  • Wei Yan — University of Texas at San Antonio

Authors

Wei Yan, Hyejeong Lee, Donna Dancer, Wonjin Yu