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Downskilling: Changes in Employer Skill Requirements over the Business Cycle

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  • Sasser Modestino, Alicia

    (Northeastern University)

  • Shoag, Daniel

    (Harvard University)

  • Ballance, Joshua

    (Federal Reserve Bank of Boston)

Abstract

Using a novel database of 82.5 million online job postings, we show that employer skill requirements fell as the labor market improved from 2010-2014. We find that a 1 percentage point reduction in the local unemployment rate is associated with a roughly 0.27 percentage point reduction in the fraction of jobs requiring at least a bachelor's degree and a roughly 0.23 percentage point reduction in the fraction requiring 5 or more years of experience. This pattern is established using multiple measures of labor availability, is bolstered by similar trends along heretofore unmeasured dimensions of skill, and even occurs within firm-job title pairs. We further confirm the causal effect of labor market tightening on skill requirements using a natural experiment based on the fracking boom in the U.S. as an exogenous shock to local labor supply in tradable, non-fracking industries. These industries are not plausibly affected by local demand shocks or natural gas extraction technology, but still show fewer skill requirements in response to tighter labor markets. Our results imply this labor-market induced downskilling reversed much of the cyclical increase in education and experience requirements that occurred during the Great Recession.

Suggested Citation

  • Sasser Modestino, Alicia & Shoag, Daniel & Ballance, Joshua, 2016. "Downskilling: Changes in Employer Skill Requirements over the Business Cycle," Working Paper Series 16-014, Harvard University, John F. Kennedy School of Government.
  • Handle: RePEc:ecl:harjfk:16-014
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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. Diamond, Peter A. & Şahin, Ayşegül, 2015. "Shifts in the Beveridge curve," Research in Economics, Elsevier, vol. 69(1), pages 18-25.
    3. Manuel F. Bagues & Mauro Sylos Labini, 2009. "Do Online Labor Market Intermediaries Matter? The Impact of "AlmaLaurea" on the University-to-Work Transition," NBER Chapters, in: Studies of Labor Market Intermediation, pages 127-154, National Bureau of Economic Research, Inc.
    4. 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.
    5. Toshihiko Mukoyama & Christina Patterson & Ayşegül Şahin, 2018. "Job Search Behavior over the Business Cycle," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 190-215, January.
    6. 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.
    7. R. Jason Faberman & Bhashkar Mazumder, 2012. "Is there a skills mismatch in the labor market?," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Jul.
    8. 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.
    9. Johannes F. Schmieder & Till von Wachter, 2010. "Does Wage Persistence Matter for Employment Fluctuations? Evidence from Displaced Workers," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 1-21, July.
    10. Ay?egül ?ahin & Joseph Song & Giorgio Topa & Giovanni L. Violante, 2014. "Mismatch Unemployment," American Economic Review, American Economic Association, vol. 104(11), pages 3529-3564, November.
    11. Edward P. Lazear & James R. Spletzer, 2012. "The United States labor market: status quo or a new normal?," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 405-451.
    12. 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.
    13. 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.
    14. Peter Diamond, 2013. "Cyclical Unemployment, Structural Unemployment," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 410-455, August.
    15. Robert Gibbons & Michael Waldman, 2006. "Enriching a Theory of Wage and Promotion Dynamics inside Firms," Journal of Labor Economics, University of Chicago Press, vol. 24(1), pages 59-108, January.
    16. Shigeru Fujita & Giuseppe Moscarini, 2017. "Recall and Unemployment," American Economic Review, American Economic Association, vol. 107(12), pages 3875-3916, December.
    17. Mary C. Daly & Bart Hobijn & Aysegül Sahin & Robert G. Valletta, 2012. "A Search and Matching Approach to Labor Markets: Did the Natural Rate of Unemployment Rise?," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 3-26, Summer.
    18. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2012. "Recruiting Intensity during and after the Great Recession: National and Industry Evidence," American Economic Review, American Economic Association, vol. 102(3), pages 584-588, May.
    19. 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.).
    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. 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.
    22. 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.
    23. Peter Cappelli, 2014. "Skill Gaps, Skill Shortages and Skill Mismatches: Evidence for the US," NBER Working Papers 20382, National Bureau of Economic Research, Inc.
    24. Arthur M. Okun, 1973. "Upward Mobility in a High-Pressure Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 4(1), pages 207-262.
    25. Peter Kuhn & Mikal Skuterud, 2004. "Internet Job Search and Unemployment Durations," American Economic Review, American Economic Association, vol. 94(1), pages 218-232, March.
    26. 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.
    27. David H. Autor, 2009. "Studies of Labor Market Intermediation," NBER Books, National Bureau of Economic Research, Inc, number auto07-1.
    28. William T. Dickens & Rand Ghayad, 2012. "What can we learn by disaggregating the unemployment-vacancy relationship?," Public Policy Brief, Federal Reserve Bank of Boston.
    29. 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.
    30. Giuseppe Moscarini, 2001. "Excess Worker Reallocation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 593-612.
    31. Robert Shimer, 2005. "The Assignment of Workers to Jobs in an Economy with Coordination Frictions," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 996-1025, October.
    32. Simon Mongey & Gianluca Violante & Alessandro Gavazza, 2014. "What Shifts the Beveridge Curve? Recruitment Effort and Financial Shocks," 2014 Meeting Papers 1014, Society for Economic Dynamics.
    33. Marcelo Veracierto, 2011. "Worker flows and matching efficiency," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 35(Q IV), pages 147-169.
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    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • 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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