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Comparison of Student-Level and School-Level Data in a National Impact Evaluation

Fri, April 4, 4:05 to 5:35pm, Convention Center, Floor: 200 Level, Hall E

Abstract

The ability to understand what works in education requires rigorous research methods which often rely on student-level data which have become increasingly difficult to obtain. In this paper we explore the methodological alternative of using publicly available school-level data instead of student-level data to conduct an impact analysis of a national Expanded Learning Time (ELT) initiative on middle school students’ test scores. Multiple regression models were used to examine the effect of ELT on student achievement, using both student-level and school-level data. Overall, results from the two models were highly similar and conclusions would be the same whether based on student or school-level data. Effects on power, point estimates, and standard errors are discussed.

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