对同伴群体随机分配的检验

Testing random assignment to peer groups

Journal of Applied Econometrics · 2023
被引 16
人大 AABS 3

中文导读

提出一个简单但有效的检验方法,用于判断同伴群体的分配是否近似随机,并解释了已有方法功效低的原因。

Abstract

Summary Identification of peer effects is complicated by the fact that the individuals under study may select their peers. Random assignment to peer groups has proven useful to sidestep such a concern. In the absence of a formal randomization mechanism, it needs to be argued that assignment is “as good as” random. This paper introduces a simple yet powerful test to do so. We provide theoretical results for this test. As a by‐product, we equally obtain such results for an approach popularized by Guryan et al. (2009). These results help to explain why this approach suffers from low power, as has been observed elsewhere.

同伴效应随机分配检验选择偏差