TY  - BOOK
AU  - Borusyak,Kirill
AU  - Hull,Peter
AU  - Jaravel,Xavier
ED  - National Bureau of Economic Research.
TI  - Quasi-Experimental Shift-Share Research Designs
T2  - NBER working paper series
PY  - 2018///
CY  - Cambridge, Mass.
PB  - National Bureau of Economic Research
N1  - September 2018; Hardcopy version available to institutional subscribers
N2  - Many studies use shift-share (or "Bartik") instruments, which average a set of shocks with exposure share weights. We provide a new econometric framework for shift-share instrumental variable (SSIV) regressions in which identification follows from the quasi-random assignment of shocks, while exposure shares are allowed to be endogenous. The framework is motivated by an equivalence result: the orthogonality between a shift-share instrument and an unobserved residual can be represented as the orthogonality between the underlying shocks and a shock-level unobservable. SSIV regression coefficients can similarly be obtained from an equivalent shock-level regression, motivating shock-level conditions for their consistency. We discuss and illustrate several practical insights of this framework in the setting of Autor et al. (2013), estimating the effect of Chinese import competition on manufacturing employment across U.S. commuting zones
UR  - https://www.nber.org/papers/w24997
UR  - http://dx.doi.org/10.3386/w24997
ER  -