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Updated: Aug 30, 2025

The Participant-Reported Implementation Update and Score PRIUS: A Novel Method for Capturing Implementation-Related Data Over Time
Published on: February 19, 2021
2020 Rossi Award Lecture: The Evolving Art of Program Evaluation
1Senior Fellow Emeritus at Mathematica, and Consulting with Randy, LLC, Sandown, NH, USA.
Learning from public program evaluation requires detailed implementation data. Understanding "what works" necessitates analyzing program delivery, target populations, and intervention content for vulnerable populations.
Area of Science:
- Social program evaluation
- Public policy analysis
- Intervention research
Background:
- Peter Rossi's "Iron Law" suggests zero net impact for social programs, highlighting frequent failures.
- Despite limitations, "failed" or partially successful evaluations offer valuable lessons.
- Advances in study design and statistical methods have improved evaluation analyses.
Discussion:
- Effective public program evaluation increasingly relies on detailed implementation data.
- Linking implementation data (target population, intervention content, delivery process) to impact estimates is crucial for understanding "what works."
- Rossi identified "wrong question, wrong intervention, poor implementation" as key failure reasons.
Key Insights:
- Learning from program evaluation hinges on comprehensive data about intervention implementation.
- Detailed data on program delivery, target demographics, and intervention specifics are essential.
- Analyzing implementation data alongside impact estimates provides deeper insights into program effectiveness.
Outlook:
- Future advancements in social program evaluation depend on integrating implementation data.
- Collaborative efforts between researchers, funders, and program operators are vital for gathering and interpreting implementation data.
- This approach will accelerate understanding of how to best assist vulnerable populations through social programs.
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