A Practical Guide to Shift-Share Instruments
Author
Abstract
Suggested Citation
Note: ITI LS PE
Download full text from publisher
As the access to this document is restricted, you may want to look for a different version below or
for a different version of it.Other versions of this item:
- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2025. "A Practical Guide to Shift-Share Instruments," Journal of Economic Perspectives, American Economic Association, vol. 39(1), pages 181-204, Winter.
- Borusyak, Kirill & Hull, Peter & Jaravel, Xavier, 2025. "A practical guide to shift-share instruments," LSE Research Online Documents on Economics 127403, London School of Economics and Political Science, LSE Library.
- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2024. "A practical guide to shift-share instruments," CeMMAP working papers 22/24, Institute for Fiscal Studies.
References listed on IDEAS
- David Card, 1990.
"The Impact of the Mariel Boatlift on the Miami Labor Market,"
ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
- David Card, 1989. "The Impact of the Mariel Boatlift on the Miami Labor Market," NBER Working Papers 3069, National Bureau of Economic Research, Inc.
- David Card, 1989. "The Impact of the Mariel Boatlift on the Miami Labor Market," Working Papers 633, Princeton University, Department of Economics, Industrial Relations Section..
- Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2022.
"Modern manufacturing capital, labor demand, and product market dynamics: Evidence from France,"
Sciences Po Economics Publications (main)
hal-03943312, HAL.
- Aghion, Philippe & Antonin, Celine & Bunel, Simon & Jaravel, Xavier Laurent, 2023. "Modern manufacturing capital, labor demand and product market dynamics: evidence from France," LSE Research Online Documents on Economics 121340, London School of Economics and Political Science, LSE Library.
- Philippe Aghion & Celine Antonin & Simon Bunel & Xavier Jaravel, 2023. "Modern manufacturing capital, labor demand and product market dynamics: evidence from France," CEP Discussion Papers dp1910, Centre for Economic Performance, LSE.
- P. Aghion & C. Antonin & S. Bunel & X. Jaravel, 2023. "Modern Manufacturing Capital, Labor Demand and Product Market Dynamics: Evidence from France," Documents de Travail de l'Insee - INSEE Working Papers 2023-12, Institut National de la Statistique et des Etudes Economiques.
- Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2022. "Modern manufacturing capital, labor demand, and product market dynamics: Evidence from France," Working Papers hal-03943312, HAL.
- Philippe Aghion & Celine Antonin & Simon Bunel & Xavier Jaravel, 2022. "Modern manufacturing capital, labor demand, and product market dynamics: evidence from France," POID Working Papers 044.pdf, Centre for Economic Performance, LSE.
- Kirill Borusyak & Matan Kolerman-Shemer, 2024. "Regression discontinuity aggregation, with an application to the union effects on inequality," Papers 2501.00428, arXiv.org.
- Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
- Michael Greenstone & Alexandre Mas & Hoai-Luu Nguyen, 2020.
"Do Credit Market Shocks Affect the Real Economy? Quasi-experimental Evidence from the Great Recession and "Normal" Economic Times,"
American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 200-225, February.
- Michael Greenstone & Alexandre Mas & Hoai-Luu Nguyen, 2014. "Do Credit Market Shocks affect the Real Economy? Quasi-Experimental Evidence from the Great Recession and ‘Normal’ Economic Times," NBER Working Papers 20704, National Bureau of Economic Research, Inc.
- Michael Greenstone & Alexandre Mas & Hoai -Luu Nguyen, 2014. "Do Credit Market Shocks affect the Real Economy? Quasi-Experimental Evidence from the Great Recession and "Normal" Economic Times," Working Papers 584, Princeton University, Department of Economics, Industrial Relations Section..
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- Jing Cai & Alain De Janvry & Elisabeth Sadoulet, 2015.
"Social Networks and the Decision to Insure,"
American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 81-108, April.
- Cai, Jing & de Janvry, Alain & Sadoulet, Elisabeth, 2013. "Social Networks and the Decision to Insure," MPRA Paper 46861, University Library of Munich, Germany.
- Sonia Bhalotra & Irma Clots-Figueras, 2014.
"Health and the Political Agency of Women,"
American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 164-197, May.
- Bhalotra, Sonia R. & Clots-Figueras, Irma, 2011. "Health and the Political Agency of Women," IZA Discussion Papers 6216, Institute of Labor Economics (IZA).
- Bhalotra, S & Clots-Figueras, I, 2013. "Health and the Political Agency of Women," Economics Discussion Papers 9006, University of Essex, Department of Economics.
- Sonia Bhalotra & Irma Clots-Figueras, 2011. "Health and the Political Agency of Women," The Centre for Market and Public Organisation 11/280, The Centre for Market and Public Organisation, University of Bristol, UK.
- Magne Mogstad & Alexander Torgovitsky & Christopher R. Walters, 2021.
"The Causal Interpretation of Two-Stage Least Squares with Multiple Instrumental Variables,"
American Economic Review, American Economic Association, vol. 111(11), pages 3663-3698, November.
- Magne Mogstad & Alexander Torgovitsky & Christopher R. Walters, 2019. "The Causal Interpretation of Two-Stage Least Squares with Multiple Instrumental Variables," NBER Working Papers 25691, National Bureau of Economic Research, Inc.
- Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
- Angrist, J D & Imbens, G W & Krueger, A B, 1999.
"Jackknife Instrumental Variables Estimation,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(1), pages 57-67, Jan.-Feb..
- Joshua D. Angrist & Guido W. Imbens & Alan Krueger, 1995. "Jackknife Instrumental Variables Estimation," NBER Technical Working Papers 0172, National Bureau of Economic Research, Inc.
- Richard B. Freeman, 1975. "Overinvestment in College Training?," Journal of Human Resources, University of Wisconsin Press, vol. 10(3), pages 287-311.
- Richard B. Freeman, 1980.
"An Empirical Analysis of the Fixed Coefficient "Manpower Requirements" Model, 1960-1970,"
Journal of Human Resources, University of Wisconsin Press, vol. 15(2), pages 176-199.
- Richard B. Freeman, 1979. "An Empirical Analysis of the Fixed Coefficient 'Manpower Requirements' Model, 1960-1970," NBER Working Papers 0315, National Bureau of Economic Research, Inc.
- Paul Goldsmith-Pinkham, 2024. "Tracking the Credibility Revolution across Fields," Papers 2405.20604, arXiv.org, revised Jun 2024.
- Bombardini, Matilde & Li, Bingjing, 2020. "Trade, pollution and mortality in China," Journal of International Economics, Elsevier, vol. 125(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2025.
"Design-based identification with formula instruments: a review,"
The Econometrics Journal, Royal Economic Society, vol. 28(1), pages 83-108.
- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2023. "Design-Based Identification with Formula Instruments: A Review," NBER Working Papers 31393, National Bureau of Economic Research, Inc.
- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2023. "Design-based identification with formula instruments: A review," CeMMAP working papers 12/23, Institute for Fiscal Studies.
- Borusyak, Kirill & Hull, Peter & Jaravel, Xavier, 2024. "Design-based identification with formula instruments: a review," LSE Research Online Documents on Economics 123848, London School of Economics and Political Science, LSE Library.
- Peter Hull & Michal Kolesár & Christopher Walters, 2022.
"Labor by design: contributions of David Card, Joshua Angrist, and Guido Imbens,"
Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 603-645, July.
- Peter Hull & Michal Koles'ar & Christopher Walters, 2022. "Labour by Design: Contributions of David Card, Joshua Angrist, and Guido Imbens," Papers 2203.16405, arXiv.org.
- Bhuller, Manudeep & Sigstad, Henrik, 2024.
"2SLS with multiple treatments,"
Journal of Econometrics, Elsevier, vol. 242(1).
- Manudeep Bhuller & Henrik Sigstad, 2022. "2SLS with Multiple Treatments," Papers 2205.07836, arXiv.org, revised May 2024.
- Daniel A. Broxterman & William D. Larson, 2020. "An empirical examination of shift‐share instruments," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 677-711, September.
- Asadul Islam & Dietrich K. Fausten, 2008.
"Skilled Immigration and Wages in Australia,"
The Economic Record, The Economic Society of Australia, vol. 84(s1), pages 66-82, September.
- Asadul Islam & Dietrich K. Fausten, 2007. "Skilled Immigration and Wages in Australia," Monash Economics Working Papers 36-07, Monash University, Department of Economics.
- Islam, Asadul & Fausten, Dietrich, 2008. "Skilled Immigration and Wages in Australia," MPRA Paper 7138, University Library of Munich, Germany.
- repec:ces:ceswps:_10944 is not listed on IDEAS
- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022.
"Quasi-Experimental Shift-Share Research Designs,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2018. "Quasi-Experimental Shift-Share Research Designs," NBER Working Papers 24997, National Bureau of Economic Research, Inc.
- Kirill Borusyak & Peter Hull & Xavier Jaravel, 2018. "Quasi-Experimental Shift-Share Research Designs," Papers 1806.01221, arXiv.org, revised Dec 2020.
- Borusyak, Kirill & Hull, Peter & Jaravel, Xavier, 2022. "Quasi-experimental shift-share research designs," LSE Research Online Documents on Economics 117788, London School of Economics and Political Science, LSE Library.
- Borusyak, Kirill & Hull, Peter & Jaravel, Xavier, 2020. "Quasi-Experimental Shift-Share Research Designs," CEPR Discussion Papers 15212, C.E.P.R. Discussion Papers.
- Guido W. Imbens & Jeffrey M. Wooldridge, 2009.
"Recent Developments in the Econometrics of Program Evaluation,"
Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
- Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
- Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
- Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Imbens, Guido W. & Wooldridge, Jeffrey M., 2008. "Recent Developments in the Econometrics of Program Evaluation," IZA Discussion Papers 3640, Institute of Labor Economics (IZA).
- Emilio Gutierrez & David Jaume & Martín Tobal, 2023.
"Do Credit Supply Shocks Affect Employment in Middle-Income Countries?,"
American Economic Journal: Economic Policy, American Economic Association, vol. 15(4), pages 1-36, November.
- Emilio Gutierrez & David Jaume & Martín Tobal, 2021. "Do Credit Supply Shocks Affect Employment in Middle-Income Countries?," CEDLAS, Working Papers 0277, CEDLAS, Universidad Nacional de La Plata.
- Singer, Gregor, 2024. "Complementary inputs and industrial development: can lower electricity prices improve energy efficiency?," LSE Research Online Documents on Economics 122365, London School of Economics and Political Science, LSE Library.
- Kirill Borusyak & Peter Hull, 2020.
"Non-Random Exposure to Exogenous Shocks: Theory and Applications,"
Working Papers
2020-130, Becker Friedman Institute for Research In Economics.
- Kirill Borusyak & Peter Hull, 2020. "Non-Random Exposure to Exogenous Shocks: Theory and Applications," NBER Working Papers 27845, National Bureau of Economic Research, Inc.
- Borusyak, Kirill & Hull, Peter, 2020. "Non-Random Exposure to Exogenous Shocks: Theory and Applications," CEPR Discussion Papers 15319, C.E.P.R. Discussion Papers.
- Mogstad, Magne & Torgovitsky, Alexander, 2024. "Instrumental variables with unobserved heterogeneity in treatment effects," Handbook of Labor Economics,, Elsevier.
- Davis, James C. & Paudel, Krishna P. & Rupasingha, Anil, 2025. "Income, Policy, and Water Pollution," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361283, Agricultural and Applied Economics Association.
- van der Klaauw, Bas, 2014.
"From micro data to causality: Forty years of empirical labor economics,"
Labour Economics, Elsevier, vol. 30(C), pages 88-97.
- van der Klaauw, Bas, 2014. "From Micro Data to Causality: Forty Years of Empirical Labor Economics," IZA Discussion Papers 8047, Institute of Labor Economics (IZA).
- Guido W. Imbens, 2010.
"Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009),"
Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
- Guido W. Imbens, 2009. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," NBER Working Papers 14896, National Bureau of Economic Research, Inc.
- Nobel Prize Committee, 2021. "Answering causal questions using observational data," Nobel Prize in Economics documents 2021-2, Nobel Prize Committee.
- Yuchen Hu & Shuangning Li & Stefan Wager, 2021. "Average Direct and Indirect Causal Effects under Interference," Papers 2104.03802, arXiv.org, revised Jan 2022.
- S Anukriti & Catalina Herrera‐Almanza & Praveen K. Pathak & Mahesh Karra, 2020. "Curse of the Mummy‐ji: The Influence of Mothers‐in‐Law on Women in India†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1328-1351, October.
- David Card, 2022.
"Design-Based Research in Empirical Microeconomics,"
American Economic Review, American Economic Association, vol. 112(6), pages 1773-1781, June.
- David Card, 2021. "Design‐based research in empirical microeconomics," Nobel Prize in Economics documents 2021-3, Nobel Prize Committee.
- David Card, 2022. "Design-Based Research in Empirical Microeconomics," Working Papers 654, Princeton University, Department of Economics, Industrial Relations Section..
- Peydró, José-Luis & Jiménez, Gabriel & Kenan, Huremovic & Moral-Benito, Enrique & Vega-Redondo, Fernando, 2020.
"Production and financial networks in interplay: Crisis evidence from supplier-customer and credit registers,"
CEPR Discussion Papers
15277, C.E.P.R. Discussion Papers.
- Huremovic, Kenan & Jiménez, Gabriel & Moral Benito, Enrique & Peydró, José-Luis & Vega-Redondo, Fernando, 2024. "Production and Financial Networks in Interplay: Crisis Evidence from Supplier-Customer and Credit Registers," UC3M Working papers. Economics 43952, Universidad Carlos III de Madrid. Departamento de EconomÃa.
- Kenan Huremovic & Enrique Moral-Benito & Fernando Vega-Redondo & Gabriel Jiménez & José-Luis Peydró, 2020. "Production and Financial Networks in Interplay: Crisis Evidence from Supplier-Customer and Credit Registers," Working Papers 1191, Barcelona School of Economics.
- Kenan Huremovic & Jiménez Gabriel & Enrique Moral-Benito & José-Luis Peydró & Fernando Vega-Redondo, 2020. "Production and financial networks in interplay: Crisis evidence from supplier-customer and credit registers," Economics Working Papers 1730, Department of Economics and Business, Universitat Pompeu Fabra.
- Huremovic, Kenan & Jiménez, Gabriel & Moral-Benito, Enrique & Vega-Redondo, Fernando & Peydró, José-Luis, 2020. "Production and financial networks in interplay: Crisis evidence from supplier-customer and credit registers," EconStor Preprints 222281, ZBW - Leibniz Information Centre for Economics.
- Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024.
"Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists,"
IFRO Working Paper
2024/03, University of Copenhagen, Department of Food and Resource Economics.
- Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2025. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," Papers 2508.02310, arXiv.org.
More about this item
JEL classification:
- C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
- F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
- J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
- J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
NEP fields
This paper has been announced in the following NEP Reports:- NEP-LAB-2025-01-27 (Labour Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:33236. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/p/nbr/nberwo/33236.html