most citedRevisiting Event Study Designs: Robust and Efficient Estimation

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econ.EM2021★ 8 cited

Revisiting Event Study Designs: Robust and Efficient Estimation

Kirill Borusyak, Xavier Jaravel, Jann Spiess

We develop a framework for difference-in-differences designs with staggered treatment adoption and heterogeneous causal effects. We show that conventional regression-based estimato…

econ.EM2018

Quasi-Experimental Shift-Share Research Designs

Kirill Borusyak, Peter Hull, Xavier Jaravel

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 instrume…