Bartik Instruments: What, When. Why, and How

被引:995
作者
Goldsmith-Pinkham, Paul [1 ]
Sorkin, Isaac [2 ,3 ]
Swift, Henry
机构
[1] Yale Sch Management, New Haven, CT 06511 USA
[2] Stanford Univ, Stanford, CA 94305 USA
[3] NBER, Cambridge, MA 02138 USA
基金
美国国家科学基金会;
关键词
VARIABLES; INFERENCE; OUTCOMES; IMPACT;
D O I
10.1257/aer.20181047
中图分类号
F [经济];
学科分类号
02 ;
摘要
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.
引用
收藏
页码:2586 / 2624
页数:39
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