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来源类型Working Paper
规范类型报告
DOI10.3386/w29459
来源IDWorking Paper 29459
Some Children Left Behind: Variation in the Effects of an Educational Intervention
Julie Buhl-Wiggers; Jason T. Kerwin; Juan S. Muñoz-Morales; Jeffrey A. Smith; Rebecca Thornton
发表日期2021-11-08
出版年2021
语种英语
摘要We document substantial variation in the effects of a highly-effective literacy pro-gram in northern Uganda. The program increases test scores by 1.40 SDs on average, but standard statistical bounds show that the impact standard deviation exceeds 1.0SD. This implies that the variation in effects across our students is wider than the spread of mean effects across all randomized evaluations of developing country education interventions in the literature. This very effective program does indeed leave some students behind. At the same time, we do not learn much from our analyses that attempt to determine which students benefit more or less from the program. We reject rank preservation, and the weaker assumption of stochastic increasingness leaves wide bounds on quantile-specific average treatment effects. Neither conventional nor machine-learning approaches to estimating systematic heterogeneity capture more than a small fraction of the variation in impacts given our available candidate moderators.
主题Econometrics ; Estimation Methods ; Health, Education, and Welfare ; Education ; Labor Economics ; Labor Supply and Demand
URLhttps://www.nber.org/papers/w29459
来源智库National Bureau of Economic Research (United States)
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条目标识符http://119.78.100.153/handle/2XGU8XDN/587133
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Julie Buhl-Wiggers,Jason T. Kerwin,Juan S. Muñoz-Morales,et al. Some Children Left Behind: Variation in the Effects of an Educational Intervention. 2021.
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