Bartik工具变量:是什么、何时、为何以及如何

Bartik Instruments: What, When, Why, and How

American Economic Review · 2020
被引 1883 · 同刊同年前 2%
人大 A+FT50ABS 4*

中文导读

解释了Bartik工具变量的构造原理,指出其本质是暴露研究设计,并展示了如何评估该研究设计的合理性,通过劳动供给弹性和移民与本地人替代弹性的两个应用加以说明。

Abstract

The Bartik instrument is formed by interacting local industry shares and national industry growth rates. We show that the typical use of a Bartik instrument assumes a pooled exposure research design, where the shares measure differential exposure to common shocks, and identification is based on exogeneity of the shares. Next, we show how the Bartik instrument weights each of the exposure designs. Finally, we discuss how to assess the plausibility of the research design. We illustrate our results through two applications: estimating the elasticity of labor supply, and estimating the elasticity of substitution between immigrants and natives.

Bartik工具变量暴露研究设计份额外生性劳动供给弹性