Analytics for Instructors: Turning Signals into Student Success
May 10, 2025By M. Patel ยท Data & Insights
Dashboards shouldn't be decoration. The right 3 metrics can transform outcomes.
Here is how instructors use Kuizzo analytics to intervene early and celebrate wins.
Leading vs Lagging Indicators
Track engagement and attempt quality before grades slip; grades confirm, they don't predict.
Risk Spotting
Filters for streak breaks, low recall on specific tags, and time-on-task anomalies.
Acting on Insights
Nudge with adaptive practice sets and targeted notes; follow up with a 5-minute 1:1.