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Upskilling: Do Employers Demand Greater Skill When Workers Are Plentiful?

Author

Listed:
  • Modestino, Alicia Sasser

    (Northeastern University)

  • Shoag, Daniel

    (Harvard University)

  • Ballance, Joshua

    (Federal Reserve Bank of Boston)

Abstract

In the wake of the Great Recession, policymakers and academics have expressed concerns about rising employer skill requirements. Using a large database of online job postings for middle-skill occupations, we demonstrate that employers opportunistically raise education and experience requirements, within occupations, in response to increases in the supply of relevant job seekers. This relationship is robust to numerous tests for potentially confounding factors, is present even within firm-job title pairs, and is consistent with the predictions of a standard employer search model. We further identify this effect by exploiting the natural experiment arising from troop withdrawals in Iraq and Afghanistan as an exogenous shock to local, occupation specific labor supply. Our results imply that increases in the number of people looking for work can account for roughly 30 percent of the total increase in employer skill requirements observed between 2007 and 2010.

Suggested Citation

  • Modestino, Alicia Sasser & Shoag, Daniel & Ballance, Joshua, 2015. "Upskilling: Do Employers Demand Greater Skill When Workers Are Plentiful?," Working Paper Series rwp15-013, Harvard University, John F. Kennedy School of Government.
  • Handle: RePEc:ecl:harjfk:rwp15-013
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    1. A. Gautier, Pieter & J. van den Berg, Gerard & C. van Ours, Jan & Ridder, Geert, 2002. "Worker turnover at the firm level and crowding out of lower educated workers," European Economic Review, Elsevier, vol. 46(3), pages 523-538, March.
    2. Christopher L. Foote & Richard W. Ryan, 2015. "Labor-Market Polarization over the Business Cycle," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 371-413.
    3. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
    4. Li, Yao, 2008. "Industrial Agglomeration and Wage Inequality in China," MPRA Paper 11426, University Library of Munich, Germany, revised Oct 2008.
    5. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    6. Leo Kaas & Philipp Kircher, 2015. "Efficient Firm Dynamics in a Frictional Labor Market," American Economic Review, American Economic Association, vol. 105(10), pages 3030-3060, October.
    7. Merkl, Christian & van Rens, Thijs, 2019. "Selective hiring and welfare analysis in labor market models," Labour Economics, Elsevier, vol. 57(C), pages 117-130.
    8. David H. Autor & Mark G. Duggan & David S. Lyle, 2011. "Battle Scars? The Puzzling Decline in Employment and Rise in Disability Receipt among Vietnam Era Veterans," American Economic Review, American Economic Association, vol. 101(3), pages 339-344, May.
    9. James Albrecht & Susan Vroman, 2002. "A Matching Model with Endogenous Skill Requirements," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 283-305, February.
    10. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    11. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    12. Robert E. Hall & Sam Schulhofer-Wohl, 2018. "Measuring Job-Finding Rates and Matching Efficiency with Heterogeneous Job-Seekers," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 1-32, January.
    13. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    14. 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.
    15. Brigitte C. Madrian & Lars John Lefgren, 1999. "A Note on Longitudinally Matching Current Population Survey (CPS) Respondents," NBER Technical Working Papers 0247, National Bureau of Economic Research, Inc.
    16. David H. Autor, 2009. "Studies of Labor Market Intermediation," NBER Books, National Bureau of Economic Research, Inc, number auto07-1.
    17. Kahn, Lisa B., 2010. "The long-term labor market consequences of graduating from college in a bad economy," Labour Economics, Elsevier, vol. 17(2), pages 303-316, April.
    18. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    19. David Card, 2009. "Immigration and Inequality," American Economic Review, American Economic Association, vol. 99(2), pages 1-21, May.
    20. Ioana Marinescu & Ronald Wolthoff, 2020. "Opening the Black Box of the Matching Function: The Power of Words," Journal of Labor Economics, University of Chicago Press, vol. 38(2), pages 535-568.
    21. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    22. Jesse Rothstein, 2012. "The Labor Market Four Years into the Crisis: Assessing Structural Explanations," ILR Review, Cornell University, ILR School, vol. 65(3), pages 467-500, July.
    23. Andreas I. Mueller, 2017. "Separations, Sorting, and Cyclical Unemployment," American Economic Review, American Economic Association, vol. 107(7), pages 2081-2107, July.
    24. Pedro Carneiro & Sokbae Lee, 2011. "Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000," American Economic Review, American Economic Association, vol. 101(6), pages 2309-2349, October.
    25. Peter Diamond, 2013. "Cyclical Unemployment, Structural Unemployment," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 410-455, August.
    26. Kerwin Kofi Charles & Erik Hurst & Matthew J. Notowidigdo, 2018. "Housing Booms and Busts, Labor Market Opportunities, and College Attendance," American Economic Review, American Economic Association, vol. 108(10), pages 2947-2994, October.
    27. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    28. repec:bla:econom:v:69:y:2002:i:273:p:21-40 is not listed on IDEAS
    29. Giuseppe Moscarini, 2001. "Excess Worker Reallocation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 593-612.
    30. Régis Barnichon & Andrew Figura, 2010. "What drives movements in the unemployment rate? a decomposition of the Beveridge curve," Finance and Economics Discussion Series 2010-48, Board of Governors of the Federal Reserve System (U.S.).
    31. Modestino, Alicia Sasser & Shoag, Daniel & Ballance, Joshua, 2016. "Downskilling: changes in employer skill requirements over the business cycle," Labour Economics, Elsevier, vol. 41(C), pages 333-347.
    32. Bilmes, Linda J., 2013. "The Financial Legacy of Iraq and Afghanistan: How Wartime Spending Decisions Will Constrain Future National Security Budgets," Working Paper Series rwp13-006, Harvard University, John F. Kennedy School of Government.
    33. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    34. Simon Mongey & Gianluca Violante & Alessandro Gavazza, 2015. "What Shifts the Beveridge Curve? Recruiting Intensity and Financial Shocks," 2015 Meeting Papers 1079, Society for Economic Dynamics.
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    More about this item

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

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