A/B Testing for Learning
See how Kiddom uses UpGrade to run rigorous experiments that improve student outcomes. This demo walks through a real experiment testing whether progressive hints help students complete more problems without hurting learning.
Learning Outcomes
Measure what matters: mastery, not just clicks
Guardrails
Experiments automatically halt if learning is harmed
District Isolation
Each district's experiments are completely separate
Why EdTech Needs Specialized A/B Testing
- ✓Classroom-aware: Can't split a class - students talk, teachers get confused
- ✓Learning metrics: Success isn't "clicks" - it's assessment scores weeks later
- ✓Research-grade: Statistical rigor for publication and grant compliance
- ✓Ethical safeguards: Built-in guardrails to protect student learning
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