State IMPACT Applied Data Analytics Course Materials

https://coleridge-data-for-impact.github.io/ada_impact_2026/ This applied data analytics training is designed to build analytical capacity within state agencies participating in the State IMPACT Collaborative. Participants learn to leverage administrative data to address high-priority policy questions using reproducible, rigorous methods. The training covers: - Exploratory data analysis of administrative program records - Cross-sectional and cohort analysis - Measurement of employment and wage outcomes - Regression analysis and propensity score matching - Difference-in-differences methods for program evaluation - Data visualization and export of analytic results