社会实验结果的推广:来自印度的理论与证据

Generalizing the Results from Social Experiments: Theory and Evidence from India

Journal of Business & Economic Statistics · 2023
被引 7
人大 AABS 4

中文导读

推导了利用一个情境的实验证据来估计另一个情境平均处理效应的边界,并用印度补习教育实验数据证明该方法能跨地点恢复处理效应,而基准方法不能。

Abstract

How informative are treatment effects estimated in one region or time period for another region or time? In this article, I derive bounds on the average treatment effect in a context of interest using experimental evidence from another context. The bounds are based on (a) the information identified about treatment effect heterogeneity due to unobservables in the experiment and (b) using differences in outcome distributions across contexts to learn about differences in distributions of unobservables. Empirically, using data from a pair of remedial education experiments carried out in India, I show the bounds are able to recover average treatment effects in one location using results from the other while the benchmark method cannot.

外部有效性处理效应异质性不可观测因素印度补救教育实验