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Technical Methods Report

Statistical Power for Regression Discontinuity Designs in Education Evaluations

Language EnglishEnglish
Book Paperback
Book Technical Methods Report National U. S. Department of Education
Libristo code: 08273413
Publishers Bibliogov, February 2013
Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evalua... Full description
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Technical Methods Report: Statistical Power for Regression Discontinuity Designs in Education Evaluations examines theoretical and empirical issues related to the statistical power of impact estimates under clustered regression discontinuity (RD) designs. The theory is grounded in the causal inference and HLM modeling literature, and the empirical work focuses on commonly-used designs in education research to test intervention effects on student test scores. The main conclusion is that three to four times larger samples are typically required under RD than experimental clustered designs to produce impacts with the same level of statistical precision. Thus, the viability of using RD designs for new impact evaluations of educational interventions may be limited, and will depend on the point of treatment assignment, the availability of pretests, and key research questions.

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About the book

Full name Technical Methods Report
Language English
Binding Book - Paperback
Date of issue 2013
Number of pages 54
EAN 9781288701001
ISBN 9781288701001
Libristo code 08273413
Publishers Bibliogov
Weight 113
Dimensions 189 x 246 x 3
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