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Looking for the "Best and Brightest": Hiring difficulties and high-skilled foreign workers

Author

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  • Morgan Raux

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, AMSE - Aix-Marseille Sciences Economiques - EHESS - École des hautes études en sciences sociales - AMU - Aix Marseille Université - ECM - École Centrale de Marseille - CNRS - Centre National de la Recherche Scientifique)

Abstract

This paper shows that firms' demand for high-skilled foreign workers partly results from their hiring difficulties. Relying on a within-firm identification strategy, I compare recruitment decisions made by a given employer for similar jobs differing in recruitment difficulties. I quantify how the time to fill a vacancy affects the employer's probability to look for recruiting a foreign worker. To identify this relationship, I have collected and assembled a new and original dataset at the job level. It matches online job postings to administrative data on H-1B visas applications in the US. I find that a standard deviation increase in job posting duration increases employers' probability to look for a foreign worker by 1.5 percentage points. This effect is mainly driven by firms sending only a few visa applications. It increases to 3 to 4 percentage points for architects, engineers and computer scientists.

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  • Morgan Raux, 2019. "Looking for the "Best and Brightest": Hiring difficulties and high-skilled foreign workers," Working Papers halshs-02364921, HAL.
    • Handle: RePEc:hal:wpaper:halshs-02364921
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-02364921
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    References listed on IDEAS

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    1. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
    2. 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.
    3. Guy Michaels & Ashwini Natraj & John Van Reenen, 2010. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 Years," CEP Discussion Papers dp0987, Centre for Economic Performance, LSE.
    4. José Azar & Emiliano Huet & Ioana Marinescu & Bledi Taska & Till von, 2024. "Minimum Wage Employment Effects and Labour Market Concentration," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(4), pages 1843-1883.
    5. 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.
    6. David J. Deming & Kadeem L. Noray, 2018. "STEM Careers and the Changing Skill Requirements of Work," NBER Working Papers 25065, National Bureau of Economic Research, Inc.
    7. Andreas I Mueller & Damian Osterwalder & Josef Zweimüller & Andreas Kettemann, 2024. "Vacancy Durations and Entry Wages: Evidence from Linked Vacancy–Employer–Employee Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(3), pages 1807-1841.
    8. Jason Anastasopoulos & George J. Borjas & Gavin G. Cook & Michael Lachanski, 2018. "Job Vacancies, the Beveridge Curve, and Supply Shocks: The Frequency and Content of Help-Wanted Ads in Pre- and Post-Mariel Miami," NBER Working Papers 24580, National Bureau of Economic Research, Inc.
    9. 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.
    10. 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.
    11. Faberman, R. Jason & Menzio, Guido, 2018. "Evidence on the relationship between recruiting and the starting wage," Labour Economics, Elsevier, vol. 50(C), pages 67-79.
    12. Marinescu, Ioana, 2017. "The general equilibrium impacts of unemployment insurance: Evidence from a large online job board," Journal of Public Economics, Elsevier, vol. 150(C), pages 14-29.
    13. Lofstrom, Magnus & Hayes, Joseph, 2011. "H-1Bs: How Do They Stack Up to US Born Workers?," IZA Discussion Papers 6259, Institute of Labor Economics (IZA).
    14. Chad Sparber, 2015. "The Value of H-1B Status in Times of Scarcity," RF Berlin - CReAM Discussion Paper Series 1510, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    15. Azar, José & Marinescu, Ioana & Steinbaum, Marshall & Taska, Bledi, 2020. "Concentration in US labor markets: Evidence from online vacancy data," Labour Economics, Elsevier, vol. 66(C).
    16. 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.
    17. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    18. Mayda, Anna Maria & Ortega, Francesc & Peri, Giovanni & Shih, Kevin & Sparber, Chad, 2018. "The effect of the H-1B quota on the employment and selection of foreign-born labor," European Economic Review, Elsevier, vol. 108(C), pages 105-128.
    19. Sunil Mithas & Henry C. Lucas, Jr., 2010. "Are Foreign IT Workers Cheaper? U.S. Visa Policies and Compensation of Information Technology Professionals," Management Science, INFORMS, vol. 56(5), pages 745-765, May.
    20. Arnaud Cheron & Bruno Decreuse, 2017. "Matching with Phantoms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(3), pages 1041-1070.
    21. Gordon H. Hanson & Matthew J. Slaughter, 2017. "High-Skilled Immigration and the Rise of STEM Occupations in US Employment," NBER Chapters, in: Education, Skills, and Technical Change: Implications for Future US GDP Growth, pages 465-494, National Bureau of Economic Research, Inc.
    22. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2013. "The Establishment-Level Behavior of Vacancies and Hiring," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 581-622.
    23. Ioana Marinescu & Roland Rathelot, 2018. "Mismatch Unemployment and the Geography of Job Search," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 42-70, July.
    24. William R. Kerr & William F. Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and U.S. Ethnic Invention," Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 473-508, July.
    25. Kory Kroft & Devin G. Pope, 2014. "Does Online Search Crowd Out Traditional Search and Improve Matching Efficiency? Evidence from Craigslist," Journal of Labor Economics, University of Chicago Press, vol. 32(2), pages 259-303.
    26. Pissarides, Christopher A, 1974. "Risk, Job Search, and Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1255-1267, Nov.-Dec..
    27. Peter Kuhn & Hani Mansour, 2014. "Is Internet Job Search Still Ineffective?," Economic Journal, Royal Economic Society, vol. 124(581), pages 1213-1233, December.
    28. Peter Q. Blair & David J. Deming, 2020. "Structural Increases in Skill Demand after the Great Recession," NBER Working Papers 26680, National Bureau of Economic Research, Inc.
    29. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    30. Peter Q. Blair & David J. Deming, 2020. "Structural Increases in Demand for Skill after the Great Recession," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 362-365, May.
    31. Anna Maria Mayda & Francesc Ortega & Giovanni Peri & Kevin Shih & Chad Sparber, 2023. "Coping with H-1B Shortages: Firm Performance and Mitigation Strategies," ILR Review, Cornell University, ILR School, vol. 76(5), pages 919-943, October.
    32. Gordon H. Hanson & Chen Liu, 2017. "High-Skilled Immigration and the Comparative Advantage of Foreign-Born Workers across US Occupations," NBER Chapters, in: High-Skilled Migration to the United States and Its Economic Consequences, pages 7-40, National Bureau of Economic Research, Inc.
    33. Burt S. Barnow & John Trutko & Jaclyn Schede Piatak, 2013. "Occupational Labor Shortages: Concepts, Causes, Consequences, and Cures," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number ols, December.
    34. Giovanni Peri & Kevin Shih & Chad Sparber, 2016. "STEM Workers, H-1B Visas, and Productivity in US Cities," World Scientific Book Chapters, in: The Economics of International Migration, chapter 9, pages 277-307, World Scientific Publishing Co. Pte. Ltd..
    35. David J Deming & Kadeem Noray, 2020. "Earnings Dynamics, Changing Job Skills, and STEM Careers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1965-2005.
    36. Guy Michaels & Ashwini Natraj & John Van Reenen, 2014. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over Twenty-Five Years," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 60-77, March.
    37. Katharine G. Abraham, 2015. "Is Skill Mismatch Impeding U.S. Economic Recovery?," ILR Review, Cornell University, ILR School, vol. 68(2), pages 291-313, March.
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    More about this item

    Keywords

    H-1B Work Permit; Hiring difficulties; Web Scraping;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation

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