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Technology

Data-Driven Instructional Design Using Clickstream Data from Online Platforms

Quick fact

A single learner on a typical online course can generate hundreds of clickstream events per hour, and when aggregated across thousands of learners, these patterns can predict course dropouts weeks in advance—enabling instructors to intervene before it's too late.

Why this is interesting

Every click you make in an online course leaves a digital trace. What if those traces could tell instructors exactly where you're struggling—and how to fix it?