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American Economic Review Vol. 104 No. 5 2014

Using School Choice Lotteries to Test Measures of School Effectiveness

David J. Deming

Harvard Graduate School of Education, Gutman 411, Appian Way, Cambridge, MA 02139 (e-mail: )

open access

Abstract

Value-added models (VAMs) are increasingly used to measure school effectiveness. Yet, random variation in school attendance is necessary to test the validity of VAMs and to guide the selection of models for measuring causal effects of schools. In this paper, I use random assignment from a public school choice lottery to test the predictive power of VAM specifications. In VAMs with minimal controls and two or more years of prior data, I fail to reject the hypothesis that school effects are unbiased. Overall, many commonly used VAMs are accurate predictors of student achievement gains.

DOI
10.1257/aer.104.5.406
Volume
104
Issue
5
Pages
406-411
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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