Family Systems Feedback Loop
Parent fidelity tracking → outcome correlation (Lave & Wenger situated learning + family systems)
Parent Fidelity
87%
Practice Frequency
5 / 7 days
Outcome Correlation
+0.78
Key Insights
- →Parent consistency strongly predicts child improvement
- →Weekend practice drops affect weekly momentum
- →Positive parent mindset = +23% child engagement
