Impact Evaluation Report Using Fully Pattern-Centered Analytics

In this study, we used performance data generated by Prime Time Inc. in Palm Beach County and fully pattern-centered methodology to describe the chain of causal effects as a cascade of sequential impacts. We sought to answer two specific questions about implementation and children’s SEL skill growth: What is the impact of QIS exposure on program quality (i.e., best practices, low staff turnover, great content), particularly for programs that have lower program quality at baseline? What is the impact of exposure to high program quality on student SEL skills?

Citation: Smith, C., & Peck S. C. (2019). Impact evaluation for Palm Beach County quality improvement system (QIS) using fully pattern-centered analytics. Ypsilanti, MI: QTurn.