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A practical guide to shift-share instruments

Citations

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Cited by:

  1. Malik Curuk & Jérôme Héricourt & Gonzague Vannoorenberghe, 2025. "Labor Market Power, Export Prices and Pass-through," Working Papers 2025-15, CEPII research center.
  2. Daniel J. Wilson & Xiaoqing Zhou, 2026. "The Impacts of Unauthorized Immigration on U.S. Labor and Housing Markets: New Evidence from Administrative Microdata," Working Paper Series 2026-23, Federal Reserve Bank of San Francisco.
  3. Fitzenberger, Bernd & Heusler, Anna & Houštecká, Anna & Wicht, Leonie, 2025. "The composition of applicants, mismatch, and matching efficiency in the German VET market," Labour Economics, Elsevier, vol. 95(C).
  4. Stoyanov, Andrey & Zubanov, Nick, 2025. "Exposure to Regulation and Income Inequality in Local Labor Markets: Evidence from the U.S. over the Past Half-Century," IZA Discussion Papers 17820, IZA Network @ LISER.
  5. Anna Baiardi & Paul S. Clarke & Andrea A. Naghi & Annalivia Polselli, 2026. "Double Machine Learning for Static Panel Data with Instrumental Variables: New Method and Applications," Papers 2603.20464, arXiv.org.
  6. Yasusada Murata & Ryo Nakajima, 2023. "Marshall meets Bartik: Revisiting the mysteries of the trade," Keio-IES Discussion Paper Series 2023-015, Institute for Economics Studies, Keio University.
  7. Exbrayat, Nelly & Stephane, Victor, 2025. "Does urbanization cause crime? Evidence from rural–urban migration in South Africa," Journal of Urban Economics, Elsevier, vol. 149(C).
  8. Storm, Eduard & Gonschor, Myrielle & Schmidt, Marc Justin, 2025. "AI in demand: How expertise shapes its (early) impact on workers," Ruhr Economic Papers 1185, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  9. Mario Bossler & Martin Popp, 2026. "Labor Demand on a Tight Leash," ILR Review, Cornell University, ILR School, vol. 79(4), pages 617-651, August.
  10. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2026. "Estimating Causal Effects With Observational Data: Guidelines for Agricultural and Applied Economists," Journal of Agricultural Economics, Wiley Blackwell, vol. 77(2), pages 356-382, June.
  11. Bekhtiar, Karim, 2025. "The decline of manufacturing employment and the rise of the far-right in Austria," Journal of Public Economics, Elsevier, vol. 242(C).
  12. Koller, Julian & Stefanova, Stefani, 2025. "Spatial Spillovers of Local Trade Shocks: Estimation and Distributional Consequences," MPRA Paper 128159, University Library of Munich, Germany.
  13. Bertille Daran & Clément Nedoncelle, 2025. "The deforestation effect of climate aid [L'effet déforestation de l'aide climatique]," Working Papers hal-05310970, HAL.
  14. Horvath, Roman & Korinek, Matej & Weill, Laurent, 2026. "Does finance change the taste for redistribution?," European Journal of Political Economy, Elsevier, vol. 94(C).
  15. Emanuele Forlani & Concetta Mendolicchio & Agnese Sechi, 2026. "The Gender Side of Trade Shocks: Evidence from the Italian Labor Market," DEM Working Papers Series 233, University of Pavia, Department of Economics and Management.
  16. Badruddoza, Syed & Davis, James & Paudel, Krishna, 2026. "Decomposing Causal Effects in a Dynamic Interdependence System: Pollution, Income, and Conservation in U.S. Watersheds," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404464, Agricultural and Applied Economics Association.
  17. Gehrke, Esther & Genthner, Robert & Kis-Katos, Krisztina, 2025. "Regulating manufacturing FDI: Local labor market responses to a protectionist policy in Indonesia," Journal of Development Economics, Elsevier, vol. 177(C).
  18. Poudel, Dixit & Gopinath, Munisamy, 2026. "Regulatory heterogeneity, trade mediation and nutrient intake: The case of Trans fat," Food Policy, Elsevier, vol. 141(C).
  19. Joaquín Blaum & Federico Esposito & Sebastian Heise, 2025. "Input Sourcing Under Supply Chain Risk: Evidence from U.S. Manufacturing Firms," Staff Reports 1141, Federal Reserve Bank of New York.
  20. Sébastien Mary, 2026. "Revisiting US food aid and civil conflict," Empirical Economics, Springer, vol. 70(3), pages 1-31, March.
  21. Bosker, Maarten & Haasbroek, Megan, 2024. "Domestic Infrastructure and the Regional Effects of Trade Liberalization," CEPR Discussion Papers 19780, Centre for Economic Policy Research.
  22. 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.
  23. Gozde Corekcioglu & Marco Francesconi & Astrid Kunze, 2025. "Parental Leave from the Firm’s Perspective," CESifo Working Paper Series 11868, CESifo.
  24. Cantarella, Michele & Molinari, Giuseppe & Strozzi, Chiara, 2026. "Becoming The Man Without Qualities? Deskilling in the Age of Artificial Intelligence," IZA Discussion Papers 18751, IZA Network @ LISER.
  25. Frédéric Docquier & Stefano Iandolo & Hillel Rapoport & Riccardo Turati & Gonzague Vannoorenberghe, 2024. "Populism and the skill content of globalisation," PSE Working Papers halshs-04960427, HAL.
  26. Li, Ziqi & Cai, Zhihao & Huang, Ho-Chuan, 2025. "Unpacking the black box: Board co-option and equity pledging by controlling shareholders," Finance Research Letters, Elsevier, vol. 82(C).
  27. Daniel Mele & Alessandro Pietropaoli, 2025. "Local labour market conditions and electoral behaviour: an instrumental variable approach from Italy," Temi di discussione (Economic working papers) 1495, Bank of Italy, Economic Research and International Relations Area.
  28. Ding, Guanzu & Fan, Haichao & Li, Rui & Wang, Huanhuan & Xi, Xican, 2026. "Agricultural imports, labor mobility, and welfare," Journal of International Economics, Elsevier, vol. 161(C).
  29. Andrew Johnston & Christos A. Makridis, 2026. "AI, Output, and Employment," CESifo Working Paper Series 12579, CESifo.
  30. Bentzen, Jeanet Sinding & Boberg-Fazlic, Nina & Sharp, Paul & Skovsgaard, Christian Volmar & Vedel, Christian, 2026. "Holy cows and spilled milk: The impact of religious missions on firm-level productivity," Journal of Development Economics, Elsevier, vol. 179(C).
  31. Chawla, Parth, 2026. "Local Human Capital Development and Firm Resilience: Evidence from the 1997 Indonesian Crisis," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404651, Agricultural and Applied Economics Association.
  32. Anthony Edo & Thomas Renault & Jérôme Valette, 2025. "The Impact of the Far Right on Mainstream Politics: Evidence from the Front National," RFBerlin Discussion Paper Series 25155, ROCKWOOL Foundation Berlin (RFBerlin).
  33. Shunyao Yan & Klaus M. Miller, 2026. "Engagement vs. Commitment: The Economic Trade-Offs of Polarizing News Content," Papers 2605.18357, arXiv.org.
  34. Bertermann, Alexander & Dauth, Wolfgang & Suedekum, Jens & Woessmann, Ludger, 2025. "Training or Retiring? How Labor Markets Adjust to Trade and Technology Shocks," IZA Discussion Papers 18247, IZA Network @ LISER.
  35. Sean Bassler & Kevin Rinz & David Wasser & Abigail Wozniak, 2026. "A Shock by Any Other Name? Reconsidering the Impacts of Local Demand Shocks," Working Papers 26-03, Federal Reserve Bank of Cleveland.
  36. Carattini, Stefano & Huang, Hanwei & Pisch, Frank & Pratap Singh, Tejendra, 2026. "Trade and the scopes of pollution: Evidence from China’s world market integration," Journal of Environmental Economics and Management, Elsevier, vol. 139(C).
  37. Sánchez-Aragón, Leonardo & Sánchez, Gonzalo E. & Zanoni, Wladimir, 2026. "Stimulating local economies through central transfers: A natural experiment from Ecuador," Journal of Development Economics, Elsevier, vol. 179(C).
  38. Léa Marchal & Claire Naiditch & Betül Simsek, 2025. "Aid as a Migration Policy Tool," Documents de travail du Centre d'Economie de la Sorbonne 25015, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
  39. Takuji Kondo & Yuki Takahashi & Kosuke Takatomi, 2026. "Households' Wage Growth Expectations Formation: The Linkage with Price Inflation Expectations," Bank of Japan Working Paper Series 26-E-9, Bank of Japan.
  40. Kishida, Reina, 2026. "Moving to Power? Gender Norms, Women’s Migration, and Household Decision-Making," SocArXiv tkjnx_v1, Center for Open Science.
  41. Sloczynski, Tymon & Sun, Liyang & Uysal, S., 2026. "A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects," IZA Discussion Papers 18684, IZA Network @ LISER.
  42. Trinks, Arjan & Hille, Erik, 2026. "Carbon costs and industrial firm performance: Evidence from international microdata," Energy Economics, Elsevier, vol. 153(C).
  43. Antonelli, Cristiano & Pialli, Guido & Tubiana, Matteo, 2026. "The local spillover effects of top-income inequality on innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 246(C).
  44. Katarina Valkova, 2026. "Employment effects of immigration in Austria," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 53(3), pages 867-912, August.
  45. Francesco Fasani & Simone Ferro & Alessio Romarri & Elisabetta Pasini, 2025. "A More Conservative Country? Asylum Seekers and Voting in the UK," Working Papers wpdea2520, Department of Applied Economics at Universitat Autonoma of Barcelona.
  46. Beniamino Pisicoli & Muhammad Usama Polani & Paolo Siciliani, 2026. "Real domestic effects of banks’ cross-border lending," Bank of England Staff Working Paper series 1179, Bank of England.
  47. Paolo Croce & Matteo Filippi & Paolo Piselli & Andrea Ramazzotti, 2025. "Internal Migration, Local Development and Structural Change: Evidence from the Italian Golden Age," CSEF Working Papers 751, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  48. Tymon Stoczyński & Liang Sun & S. Derya Uysal, 2026. "A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects," CESifo Working Paper Series 12696, CESifo.
  49. Páscoa, Jorge & Peralta, Susana & Pereira dos Santos, João, 2026. "Touristification and the Unequal Incidence of Housing Shocks: Evidence from Tax Records," IZA Discussion Papers 18666, IZA Network @ LISER.
  50. repec:cam:camjip:2512 is not listed on IDEAS
  51. Fusillo, Fabrizio & Orsatti, Gianluca & Pialli, Guido & Quatraro, Francesco & Scandura, Alessandra, 2026. "Trade in Critical Raw Materials and the direction of innovation," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202603, University of Turin.
  52. Mohammad Zeqi Yasin, 2025. "Superstars or Super-Villains? Productivity Spillovers and Firm Dynamics in Indonesia," Papers 2510.11139, arXiv.org.
  53. Evgenidis Anastasios & Fasianos Apostolos & Papapanagiotou George & Lazarou Nicholas Joseph, 2025. "From Funding to Frontier: Public R&D and AI Innovation Across European Regions," JRC Working Papers on Territorial Modelling and Analysis 2025-12, Joint Research Centre.
  54. Margherita Gerolimetto & Stefano Magrini & Alessandro Spiganti, 2026. "The Local Supply of Innovators and the Geography of Innovation: Evidence from Green and Brown Technologies," Working Papers 2026: 14, Department of Economics, University of Venice "Ca' Foscari".
  55. Carlos G'oes & Otavio Conceic{c}~ao & Gabriel Lara Ibarra & Gladys Lopez-Acevedo, 2025. "Exports, Labor Markets, and the Environment: Evidence from Brazil," Papers 2508.03855, arXiv.org.
  56. Nuwat Nookhwun & Jettawat Pattararangrong & Phurichai Rungcharoenkitkul, 2025. "Exchange Rate Effects on Firm Performance: A NICER Approach," BIS Working Papers 1266, Bank for International Settlements.
  57. Ilona Dielen & Patrice Bougette & Christophe Charlier, 2026. "A (Green) Switch in Time Saves Nine: Assessing the Environmental Damage of the European Truck Cartel," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 89(3), pages 1-39, March.
  58. Giacobbe, Pasquale & Mosca, Andrea & Ordine, Patrizia & Rose, Giuseppe, 2026. "Help-seeking after gender-based violence: The role of local female political representation," European Journal of Political Economy, Elsevier, vol. 93(C).
  59. Johannes Matzat & Axel Dreher & Sarah Langlotz & Christopher Parsons, 2026. "From Moderates to Extremes: How Immigration Polarizes American Politics," CESifo Working Paper Series 12377, CESifo.
  60. Rutledge, Zach & Mayorga, Joaquin, 2026. "Chinese Trade Competition and Rural Mexican Migration," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404603, Agricultural and Applied Economics Association.
  61. Yu, Yantuan & Zhang, Ning, 2026. "Revealing the power of market-based energy policy: Evidence from China's energy quota trading system using machine learning," Energy Policy, Elsevier, vol. 208(C).
  62. Bastianin, Andrea & Castelnovo, Paolo & Frattini, Federico Fabio & Vona, Francesco, 2026. "Induced Innovation in Critical Mineral Saving Technologies," FEEM Working Papers 391378, Fondazione Eni Enrico Mattei (FEEM).
  63. Jonathan Pardo & Sulin Sardoschau, 2026. "Newcomers and Gatekeepers: Migrants’ Attitudes toward Immigration," RFBerlin Discussion Paper Series 26182, ROCKWOOL Foundation Berlin (RFBerlin).
  64. Jesús Antonio López Cabrera & Miguel Alejandro Flores Segovia & Robin C. Sickles, 2026. "The role of Spatial dynamics in labor productivity: A regional multifactor partitioning analysis of mexico’s manufacturing sector: 1993-2018," Journal of Productivity Analysis, Springer, vol. 65(1), pages 1-30, March.
  65. Mele, Daniel & Pietropaoli, Alessandro, 2025. "Local labour market conditions and electoral behaviour: An instrumental variable approach from Italy," European Journal of Political Economy, Elsevier, vol. 90(PB).
  66. Yantuan Yu & Ning Zhang, 2025. "Revealing the Power of Market-Based Energy Policy: Evidence from China’s Energy Quota Trading System Using Machine Learning," Working papers 2025rwp-258, Yonsei University, Yonsei Economics Research Institute.
  67. Amodio, Francesco & Chiovelli, Giorgio & Frache, Serafin, 2025. "Beefing Up the Service Sector: Commodity Export Booms and Production Network Spillovers," CEPR Discussion Papers 20078, Centre for Economic Policy Research.
  68. Krause, Eleanor, 2026. "Selective migration and regional decline: Evidence from coal country," Journal of Urban Economics, Elsevier, vol. 153(C).
  69. repec:osf:socarx:rfqvt_v1 is not listed on IDEAS
  70. Ambrose, Brent W. & Valentin, Maxence, 2025. "Federal tax policy and the capitalization of local public goods," Regional Science and Urban Economics, Elsevier, vol. 114(C).
  71. Karim Bekhtiar, 2025. "Robotization, internal migration and rural decline," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(3), pages 1-31, September.
  72. Philippe d'Astous & Thomas Geelen & Jakub Hajda, 2025. "Old Workers, New Capital," Cahiers de recherche / Working Papers 20, Institut sur la retraite et l'épargne / Retirement and Savings Institute.
  73. Brad Hershbein & Katherine Lim & Douglas Webber & Mike Zabek, 2026. "Local Labor Market Tightness and Job Quality: Evidence from Job Changers," CESifo Working Paper Series 12762, CESifo.
  74. Xu, Shiyu & Huang, Yiping, 2026. "The impact of firm size distribution on digital lending development: A pre-registered report," Pacific-Basin Finance Journal, Elsevier, vol. 99(C).
  75. Garcia-Louzao, Jose & Ruggieri, Alessandro, 2026. "Labor market competition and inequality," Journal of Development Economics, Elsevier, vol. 183(C).
  76. Minwoo Hyun, 2025. "Trapped or Transferred: Worker Mobility and Labor Market Power in the Energy Transition," Working Papers 25-76, Center for Economic Studies, U.S. Census Bureau.
  77. Bonin, Simone Maria & Gorshkov, Andrei, 2026. "Competing for workers: labor market transmission of firm export," Working Paper Series 2026:16, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  78. Phelan, Brian J. & Sander, William, 2026. "The labor market effects of competing and non-competing high-skill immigrants: Evidence from college majors," Labour Economics, Elsevier, vol. 100(C).
  79. Ilyana Kuziemko & Donato A. Onorato & Suresh Naidu, 2026. "The Cold War and the U.S. Labor Market," NBER Working Papers 35008, National Bureau of Economic Research, Inc.
  80. Martin Huber, 2026. "When Do Treatment Changes Identify Causal Effects?," Papers 2606.02234, arXiv.org, revised Jun 2026.
  81. Tymon S{l}oczy'nski & Liyang Sun & S. Derya Uysal, 2026. "A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects," Papers 2605.15115, arXiv.org, revised Jul 2026.
  82. Wang, Chenghao & Wu, Jieran & Zhou, Wenyu, 2025. "Does the semi-mandatory dividend policy affect firm innovation? Evidence from China's capital market," Pacific-Basin Finance Journal, Elsevier, vol. 94(C).
  83. Nguyen Thi Thu Huong, 2026. "Exchange rate volatility and trade margins: the moderating role of bilateral financial linkages," Economic Change and Restructuring, Springer, vol. 59(4), pages 1-42, August.
  84. Chengyou Li & Anran Liu & Zeru Wang & Qinghai Li, 2026. "Effects of land transfer on family living standards: evidence from middle-aged and older farmers in China," Empirical Economics, Springer, vol. 70(1), pages 1-43, January.
  85. Qingen Gai & Shiqi Guo & Lianyi Hu & Xi Zhu, 2025. "Robots, routine jobs, and rural migrant workers: evidence from China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(4), pages 1-30, December.
  86. Rezki, Jahen F. & Justinus, Yoshua C. & Desdiani, Nauli A. & Adriansyah, Muhammad & Vandika, Rama & Muhammad, Haikal, 2026. "Digital effect: How E-money is changing the demand for cash in Indonesia," Economic Modelling, Elsevier, vol. 162(C).
  87. Lukas Boehnert, 2026. "The Regional Specialization Trade-off," CESifo Working Paper Series 12798, CESifo.
  88. Andrea Foschi & Christopher L. House & Christian Proebsting & Linda L. Tesar, 2025. "Should I Stay or Should I Go? The Response of Labor Migration to Economic Shocks," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 56(1 (Spring), pages 67-137.
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