NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH
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Quasi-Experimental Shift-Share Research Designs

Kirill Borusyak, Peter Hull, Xavier Jaravel

NBER Working Paper No. 24997
Issued in September 2018, Revised in December 2019

---- Acknowledgments ----

We are grateful to Rodrigo Adão, Joshua Angrist, David Autor, Moya Chin, Andy Garin, Ed Glaeser, Paul Goldsmith-Pinkham, Larry Katz, Michal Kolesár, Gabriel Kreindler, Jack Liebersohn, Eduardo Morales, Jack Mountjoy, Jörn-Steffen Pischke, Brendan Price, Isaac Sorkin, Jann Spiess, Itzchak Tzachi Raz, various seminar participants, and four anonymous referees for helpful comments. We thank David Autor, David Dorn, and Gordon Hanson, as well as Paul Goldsmith-Pinkham, Isaac Sorkin, and Henry Swift, for providing replication code and data. The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.

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