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March 4, 2026 36 mins

Drew Bailey, professor at the University of California, Irvine, joins The Education Gadfly Show to discuss the fadeout effect across education interventions. Why do early treatment effects shrink over time, and what does that mean for judging program success, especially when test score gains diminish but long-term outcomes like graduation rates and earnings persist? We also debate the role of test scores in accountability, the evidence linking school value-added to real-world success, and what this all means for the role of testing in school choice initiatives.

Then on the Research Minute, Amber Northern examines new data on how states define “proficiency” in reading and math and what NAEP reveals about rigor, transparency, and the debate over standards.

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