Learning analytics
EduGauge
Early-warning learning analytics for online courses
PilotAECT 2025 roundtable · AECT 2026 showcase · FSU invention disclosure accepted
The problem
In online courses, struggle is mostly invisible. Instructors usually find out after a missed deadline or a failed exam, when helping is hardest and many students have already disengaged.
Our response
EduGauge works alongside the Canvas LMS. It turns everyday course activity into clear, explainable alerts and next-step recommendations for instructors, students and teaching assistants: what is happening, why it matters, and what to do now.
Intended change
- Earlier, more humane interventions
- Fewer silent dropouts
- Insight instructors can act on immediately
Technical design, models and methods are proprietary to BSHub Research Lab. Partners, funders and research collaborators can request a confidential briefing or live demonstration.