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How do firms adjust to a negative labor supply shock? Evidence form migration outflows

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  • Emanuele Dicarlo

    (Bank of Italy)

Abstract

This paper studies adjustments of Italian firms to negative labor supply shocks in the context of workers’ outflows from Italy to Switzerland. My diff-in-diff leverages a policy in which Switzerland granted free labor market mobility to EU citizens and different treatment intensity of Italian firms based on their distance to the Swiss border. Using detailed social security data on the universe of Italian firms and workers, I document large (12 percentage points higher) outflows of workers and fewer (2.5 percentage points) surviving firms in the treatment group relative to control. Despite replacing workers and becoming more capital intensive, treated firms are less productive and pay lower wages. In line with the brain drain literature, I show how adverse effects of large outflows of workers operate through firms that workers leave. I provide suggestive evidence that highskill intensive firms are the main driver of the negative results on wages and productivity. Low skill intensive firms instead suffer less from losing workers and provide new job opportunities for the workers who do not migrate.

Suggested Citation

  • Emanuele Dicarlo, 2022. "How do firms adjust to a negative labor supply shock? Evidence form migration outflows," Temi di discussione (Economic working papers) 1361, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:wptemi:td_1361_22
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    as
    1. George J. Borjas, 2021. "The Wage Impact Of The Marielitos: A Reappraisal," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 12, pages 375-408, World Scientific Publishing Co. Pte. Ltd..
    2. Andreas Beerli & Jan Ruffner & Michael Siegenthaler & Giovanni Peri, 2021. "The Abolition of Immigration Restrictions and the Performance of Firms and Workers: Evidence from Switzerland," American Economic Review, American Economic Association, vol. 111(3), pages 976-1012, March.
    3. Chloe N. East & Annie L. Hines & Philip Luck & Hani Mansour & Andrea Velásquez, 2023. "The Labor Market Effects of Immigration Enforcement," Journal of Labor Economics, University of Chicago Press, vol. 41(4), pages 957-996.
    4. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1997. "A brain gain with a brain drain," Economics Letters, Elsevier, vol. 55(2), pages 227-234, August.
    5. Sara Calligaris & Massimo Del Gatto & Fadi Hassan & Gianmarco I P Ottaviano & Fabiano Schivardi & Tommaso MonacelliManaging Editor, 2018. "The productivity puzzle and misallocation: an Italian perspective," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(96), pages 635-684.
    6. Michel Beine & Fréderic Docquier & Hillel Rapoport, 2008. "Brain Drain and Human Capital Formation in Developing Countries: Winners and Losers," Economic Journal, Royal Economic Society, vol. 118(528), pages 631-652, April.
    7. Batista, Catia & Lacuesta, Aitor & Vicente, Pedro C., 2012. "Testing the ‘brain gain’ hypothesis: Micro evidence from Cape Verde," Journal of Development Economics, Elsevier, vol. 97(1), pages 32-45.
    8. Gianmarco I. P. Ottaviano & Giovanni Peri, 2021. "Rethinking The Effect Of Immigration On Wages," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 9, pages 245-290, World Scientific Publishing Co. Pte. Ltd..
    9. Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010. "How Much Does Immigration Boost Innovation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
    10. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    11. Giovanni Peri & Kevin Shih & Chad Sparber, 2015. "Foreign and Native Skilled Workers: What Can We Learn from H-1B Lotteries?," NBER Working Papers 21175, National Bureau of Economic Research, Inc.
    12. Michael A. Clemens & Ethan G. Lewis & Hannah M. Postel, 2018. "Immigration Restrictions as Active Labor Market Policy: Evidence from the Mexican Bracero Exclusion," American Economic Review, American Economic Association, vol. 108(6), pages 1468-1487, June.
    13. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters, in: The Economics of International Migration, chapter 3, pages 81-115, World Scientific Publishing Co. Pte. Ltd..
    14. David Andersson & Mounir Karadja & Erik Prawitz, 2022. "Mass Migration and Technological Change," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1859-1896.
    15. 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.
    16. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    17. East, Chloe N. & Velasquez, Andrea, 2018. "The Effect of Increasing Immigration Enforcement on the Labor Supply of High-Skilled Citizen Women," IZA Discussion Papers 12029, Institute of Labor Economics (IZA).
    18. Benhabib, Jess & Spiegel, Mark M., 2005. "Human Capital and Technology Diffusion," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 13, pages 935-966, Elsevier.
    19. Manning, Alan, 2011. "Imperfect Competition in the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 11, pages 973-1041, Elsevier.
    20. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    21. Nadeem U. Haque & Se-Jik Kim, 1995. "“Human Capital Flight”: Impact of Migration on Income and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 42(3), pages 577-607, September.
    22. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2015. "Firms and the Economics of Skilled Immigration," Innovation Policy and the Economy, University of Chicago Press, vol. 15(1), pages 115-152.
    23. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 551-575.
    24. Borjas, George J & Freeman, Richard B & Katz, Lawrence, 1996. "Searching for the Effect of Immigration on the Labor Market," American Economic Review, American Economic Association, vol. 86(2), pages 246-251, May.
    25. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2015. "Skilled Immigration and the Employment Structures of US Firms," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 147-186.
    26. Ethan Lewis, 2013. "Immigration and Production Technology," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 165-191, May.
    27. Giovanni Peri & Chad Sparber, 2011. "Highly Educated Immigrants and Native Occupational Choice," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(3), pages 385-411, July.
    28. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    29. Moretti, Enrico, 2011. "Local Labor Markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 14, pages 1237-1313, Elsevier.
    30. Marco Manacorda & Alan Manning & Jonathan Wadsworth, 2012. "The Impact Of Immigration On The Structure Of Wages: Theory And Evidence From Britain," Journal of the European Economic Association, European Economic Association, vol. 10(1), pages 120-151, February.
    31. Abowd, John M. & Kramarz, Francis, 2003. "The costs of hiring and separations," Labour Economics, Elsevier, vol. 10(5), pages 499-530, October.
    32. Christian Dustmann & Albrecht Glitz, 2015. "How Do Industries and Firms Respond to Changes in Local Labor Supply?," Journal of Labor Economics, University of Chicago Press, vol. 33(3), pages 711-750.
    33. Mountford, Andrew & Rapoport, Hillel, 2011. "The brain drain and the world distribution of income," Journal of Development Economics, Elsevier, vol. 95(1), pages 4-17, May.
    34. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    35. George J. Borjas, 2021. "The Labor Demand Curve Is Downward Sloping: Reexamining The Impact Of Immigration On The Labor Market," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 9, pages 235-274, World Scientific Publishing Co. Pte. Ltd..
    36. Joseph G. Altonji & David Card, 1991. "The Effects of Immigration on the Labor Market Outcomes of Less-skilled Natives," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 201-234, National Bureau of Economic Research, Inc.
    37. Kirk Doran & Alexander Gelber & Adam Isen, 2022. "The Effects of High-Skilled Immigration Policy on Firms: Evidence from Visa Lotteries," Journal of Political Economy, University of Chicago Press, vol. 130(10), pages 2501-2533.
    38. Francis Kramarz & Marie-Laure Michaud, 2002. "The Shape of Hiring and Separation Costs," Working Papers 2002-38, Center for Research in Economics and Statistics.
    39. Piera Bello, 2020. "Exchange rate effects on cross-border commuting: evidence from the Swiss–Italian border [Migration with endogenous moving costs]," Journal of Economic Geography, Oxford University Press, vol. 20(4), pages 969-1001.
    40. Catherine C. de Fontenay & Joshua S. Gans, 2003. "Organizational Design and Technology Choice under Intrafirm Bargaining: Comment," American Economic Review, American Economic Association, vol. 93(1), pages 448-455, March.
    41. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1998. "Human capital depletion, human capital formation, and migration: a blessing or a "curse"?," Economics Letters, Elsevier, vol. 60(3), pages 363-367, September.
    42. Borjas, George J., 1999. "The economic analysis of immigration," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 28, pages 1697-1760, Elsevier.
    43. George J. Borjas & Richard B. Freeman & Lawrence F. Katz, 2021. "How Much Do Immigration and Trade Affect Labor Market Outcomes?," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 8, pages 163-234, World Scientific Publishing Co. Pte. Ltd..
    44. Ariu, Andrea, 2022. "Foreign workers, product quality, and trade: Evidence from a natural experiment," Journal of International Economics, Elsevier, vol. 139(C).
    45. Andreas Beerli & Giovanni Peri, 2015. "The Labor Market Effects of Opening the Border: Evidence from Switzerland," NBER Working Papers 21319, National Bureau of Economic Research, Inc.
    46. Blatter, Marc & Muehlemann, Samuel & Schenker, Samuel, 2012. "The costs of hiring skilled workers," European Economic Review, Elsevier, vol. 56(1), pages 20-35.
    47. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    48. Yvonne Giesing & Nadzeya Laurentsyeva, 2017. "Firms Left Behind: Emigration and Firm Productivity," CESifo Working Paper Series 6815, CESifo.
    49. Giovanni Peri, 2016. "The Effect Of Immigration On Productivity: Evidence From U.S. States," World Scientific Book Chapters, in: The Economics of International Migration, chapter 8, pages 265-275, World Scientific Publishing Co. Pte. Ltd..
    50. Hashimoto, Masanori, 1981. "Firm-Specific Human Capital as a Shared Investment," American Economic Review, American Economic Association, vol. 71(3), pages 475-482, June.
    51. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    52. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    53. Parsons, Donald O, 1972. "Specific Human Capital: An Application to Quit Rates and Layoff Rates," Journal of Political Economy, University of Chicago Press, vol. 80(6), pages 1120-1143, Nov.-Dec..
    54. Stole, Lars A & Zwiebel, Jeffrey, 1996. "Organizational Design and Technology Choice under Intrafirm Bargaining," American Economic Review, American Economic Association, vol. 86(1), pages 195-222, March.
    55. Christian Dustmann & Uta Schönberg & Jan Stuhler, 2016. "The Impact of Immigration: Why Do Studies Reach Such Different Results?," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 31-56, Fall.
    56. Løken, Katrine & Bütikofer, Aline & Willén, Alexander, 2020. "Building Bridges and Widening Gaps: Wage Gains and Equity Concerns of Labor Market Expansions," CEPR Discussion Papers 14287, C.E.P.R. Discussion Papers.
    57. Lars A. Stole & Jeffrey Zwiebel, 1996. "Intra-firm Bargaining under Non-binding Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 375-410.
    58. Parenti, Angela & Tealdi, Cristina, 2019. "Does the Implementation of the Schengen Agreement Boost Cross-Border Commuting? Evidence from Switzerland," IZA Discussion Papers 12754, Institute of Labor Economics (IZA).
    59. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    60. Serge Coulombe & Jean-Francois Tremblay, 2009. "Migration and Skills Disparities across the Canadian Provinces," Regional Studies, Taylor & Francis Journals, vol. 43(1), pages 5-18.
    61. Alan Manning, 2006. "A Generalised Model of Monopsony," Economic Journal, Royal Economic Society, vol. 116(508), pages 84-100, January.
    62. Grossman, Jean Baldwin, 1982. "The Substitutability of Natives and Immigrants in Production," The Review of Economics and Statistics, MIT Press, vol. 64(4), pages 596-603, November.
    63. Satish Chand & Michael A. Clemens, 2008. "Skilled emigration and skill creation: A quasi-experiment," International and Development Economics Working Papers idec08-05, International and Development Economics.
    64. Ghosh, Anirban & Mayda, Anna Maria & Ortega, Francesc, 2014. "The Impact of Skilled Foreign Workers on Firms: An Investigation of Publicly Traded U.S. Firms," IZA Discussion Papers 8684, Institute of Labor Economics (IZA).
    65. Walter Y. Oi, 1962. "Labor as a Quasi-Fixed Factor," Journal of Political Economy, University of Chicago Press, vol. 70(6), pages 538-538.
    66. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    More about this item

    Keywords

    migration; labor supply; skills; firms;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

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