Designed a 12-year longitudinal evaluation framework for a daily mindfulness intervention targeting middle-school students.
Context
The proposed intervention consisted of a 10-minute app-based mindfulness session delivered daily after lunch in grades 6–8. The goal was to evaluate whether sustained exposure to structured mindfulness practice produces durable improvements in well-being into early adulthood.
Theory of Change
The model assumed:
- Daily structured attention training improves emotional regulation
- Improved regulation increases resilience and social functioning
- Sustained improvements compound over time
Outcomes were measured using the Comprehensive Inventory of Thriving (CIT), a multi-dimensional well-being instrument.
Study Design
- Intervention and comparison schools within the same district
- Longitudinal measurement beginning in grade 6 and extending five years post–high school
- Difference-in-differences (DiD) framework
- Parallel trends validation
Validity Considerations
Internal validity threats were systematically evaluated, including maturation effects, attrition bias, and selection bias. The design explicitly addressed identification assumptions required for causal interpretation.