Why Smart Schools Are Investing in Predictive Analytics: What the Evidence Shows

Table of Contents Key Takeaways AI-based early warning systems report 85–99% accuracy across the studies reviewed, but performance varies by task: dropout prediction models trained on real-world clickstream data scored closer to 79%, well below the headline range. Timing matters as much as accuracy. Interventions acted on within 72 hours of an alert were up […]