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Dropouts Need Not Apply? The Minimum Wage and Skill Upgrading

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  • Jeffrey Clemens
  • Lisa B. Kahn
  • Jonathan Meer

Abstract

We explore whether minimum wage increases result in substitution from lower-skilled to slightly higher-skilled labor. Using 2011–16 American Community Survey (ACS) data, we show that workers employed in low-wage occupations are older and more likely to have a high school diploma following recent statutory minimum wage increases. To better understand the role of firms, we examine the Burning Glass vacancy data. We find increases in a high school diploma requirement following minimum wage hikes, consistent with our ACS evidence on stocks of employed workers. We see substantial adjustments to requirements both within and across firms.

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  • Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2021. "Dropouts Need Not Apply? The Minimum Wage and Skill Upgrading," Journal of Labor Economics, University of Chicago Press, vol. 39(S1), pages 107-149.
    • Handle: RePEc:ucp:jlabec:doi:10.1086/711490
    DOI: 10.1086/711490
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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. David Neumark & William Wascher, 1995. "The Effects of Minimum Wages on Teenage Employment and Enrollment: Evidence from Matched CPS Surveys," NBER Working Papers 5092, National Bureau of Economic Research, Inc.
    3. Altonji, Joseph G & Paxson, Christina H, 1988. "Labor Supply Preferences, Hours Constraints, and Hours-Wage Trade-Offs," Journal of Labor Economics, University of Chicago Press, vol. 6(2), pages 254-276, April.
    4. David Fairris & Leon Fernandez Bujanda, 2008. "The Dissipation of Minimum Wage Gains for Workers through Labor‐Labor Substitution: Evidence from the Los Angeles Living Wage Ordinance," Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 473-496, August.
    5. Lordan, Grace & Neumark, David, 2018. "People versus machines: The impact of minimum wages on automatable jobs," Labour Economics, Elsevier, vol. 52(C), pages 40-53.
    6. Jonathan Meer & Jeremy West, 2016. "Effects of the Minimum Wage on Employment Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 500-522.
    7. Brian Bell & Stephen Machin, 2018. "Minimum Wages and Firm Value," Journal of Labor Economics, University of Chicago Press, vol. 36(1), pages 159-195.
    8. Arindrajit Dube & T. William Lester & Michael Reich, 2016. "Minimum Wage Shocks, Employment Flows, and Labor Market Frictions," Journal of Labor Economics, University of Chicago Press, vol. 34(3), pages 663-704.
    9. Laura Giuliano, 2013. "Minimum Wage Effects on Employment, Substitution, and the Teenage Labor Supply: Evidence from Personnel Data," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 155-194.
    10. Joan Monras, 2019. "Minimum Wages and Spatial Equilibrium: Theory and Evidence," Journal of Labor Economics, University of Chicago Press, vol. 37(3), pages 853-904.
    11. repec:wyi:journl:002164 is not listed on IDEAS
    12. Shoshana Grossbard (ed.), 2006. "Jacob Mincer A Pioneer of Modern Labor Economics," Springer Books, Springer, number 978-0-387-29175-8, October.
    13. Daniel S. Hamermesh & James Grant, 1979. "Econometric Studies of Labor-Labor Substitution and Their Implications for Policy," Journal of Human Resources, University of Wisconsin Press, vol. 14(4), pages 543-562.
    14. 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.
    15. Thomas Lemieux, 2006. "The “Mincer Equation” Thirty Years After Schooling, Experience, and Earnings," Springer Books, in: Shoshana Grossbard (ed.), Jacob Mincer A Pioneer of Modern Labor Economics, chapter 11, pages 127-145, Springer.
    16. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    17. Ahn, Tom & Arcidiacono, Peter & Wessels, Walter, 2011. "The Distributional Impacts of Minimum Wage Increases When Both Labor Supply and Labor Demand Are Endogenous," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 12-23.
    18. Jeffrey Clemens & Michael R. Strain, 2020. "Implications of schedule irregularity as a minimum wage response margin," Applied Economics Letters, Taylor & Francis Journals, vol. 27(20), pages 1691-1694, November.
    19. Clemens, Jeffrey & Strain, Michael R., 2018. "Minimum Wage Analysis Using a Pre-Committed Research Design: Evidence through 2016," IZA Discussion Papers 11427, Institute of Labor Economics (IZA).
    20. 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.
    21. Barry T. Hirsch & Bruce E. Kaufman & Tetyana Zelenska, 2015. "Minimum Wage Channels of Adjustment," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 54(2), pages 199-239, April.
    22. Luttmer Erzo F.P., 2007. "Does the Minimum Wage Cause Inefficient Rationing?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-42, October.
    23. Christopher L. Smith, 2012. "The Impact of Low-Skilled Immigration on the Youth Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 55-89.
    24. Mirko Draca & Stephen Machin & John Van Reenen, 2011. "Minimum Wages and Firm Profitability," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 129-151, January.
    25. Christopher J. Flinn, 2006. "Minimum Wage Effects on Labor Market Outcomes under Search, Matching, and Endogenous Contact Rates," Econometrica, Econometric Society, vol. 74(4), pages 1013-1062, July.
    26. Daniel Aaronson & Eric French & Isaac Sorkin & Ted To, 2018. "Industry Dynamics And The Minimum Wage: A Putty†Clay Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(1), pages 51-84, February.
    27. John Horton, 2017. "Price Floors and Employer Preferences: Evidence from a Minimum Wage Experiment," CESifo Working Paper Series 6548, CESifo.
    28. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    29. Clemens, Jeffrey & Wither, Michael, 2019. "The minimum wage and the Great Recession: Evidence of effects on the employment and income trajectories of low-skilled workers," Journal of Public Economics, Elsevier, vol. 170(C), pages 53-67.
    30. Jeffrey Clemens & Michael R. Strain, 2017. "Estimating the Employment Effects of Recent Minimum Wage Changes: Early Evidence, an Interpretative Framework, and a Pre-Commitment to Future Analysis," NBER Working Papers 23084, National Bureau of Economic Research, Inc.
    31. Peter Kuhn & Kailing Shen, 2013. "Gender Discrimination in Job Ads: Evidence from China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 287-336.
    32. 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.
    33. Edward P. Lazear & James R. Spletzer, 2012. "Hiring, Churn, and the Business Cycle," American Economic Review, American Economic Association, vol. 102(3), pages 575-579, May.
    34. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    35. Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2018. "The Minimum Wage, Fringe Benefits, and Worker Welfare," NBER Working Papers 24635, National Bureau of Economic Research, Inc.
    36. Daniel Aaronson & Brian J Phelan, 2019. "Wage Shocks and the Technological Substitution of Low‐wage Jobs," The Economic Journal, Royal Economic Society, vol. 129(617), pages 1-34.
    37. Hyejin Ku, 2022. "Does Minimum Wage Increase Labor Productivity? Evidence from Piece Rate Workers," Journal of Labor Economics, University of Chicago Press, vol. 40(2), pages 325-359.
    38. Daniel Aaronson, 2001. "Price Pass-Through And The Minimum Wage," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 158-169, February.
    39. Amanda Agan & Sonja Starr, 2017. "The Effect of Criminal Records on Access to Employment," American Economic Review, American Economic Association, vol. 107(5), pages 560-564, May.
    40. Emek Basker & Lucia Foster & Shawn Klimek, 2017. "Customer‐employee substitution: Evidence from gasoline stations," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 876-896, December.
    41. Jennifer Doleac & Benjamin Hansen, 2016. "Does “Ban the Box†Help or Hurt Low-Skilled Workers? Statistical Discrimination and Employment Outcomes when Criminal Histories are Hidden," Working Papers id:11170, eSocialSciences.
    42. David Neumark & Olena Nizalova, 2007. "Minimum Wage Effects in the Longer Run," Journal of Human Resources, University of Wisconsin Press, vol. 42(2).
    43. Peter Harasztosi & Attila Lindner, 2019. "Who Pays for the Minimum Wage?," American Economic Review, American Economic Association, vol. 109(8), pages 2693-2727, August.
    44. Ekaterina Jardim & Mark C. Long & Robert Plotnick & Emma van Inwegen & Jacob Vigdor & Hilary Wething, 2018. "Minimum Wage Increases and Individual Employment Trajectories," NBER Working Papers 25182, National Bureau of Economic Research, Inc.
    45. Jeffrey Clemens & Michael R. Strain, 2018. "The Short‐Run Employment Effects Of Recent Minimum Wage Changes: Evidence From The American Community Survey," Contemporary Economic Policy, Western Economic Association International, vol. 36(4), pages 711-722, October.
    46. Peter Brummund & Michael R. Strain, 2020. "Does Employment Respond Differently to Minimum Wage Increases in the Presence of Inflation Indexing?," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 999-1024.
    47. Brian J. Phelan, 2019. "Hedonic-Based Labor Supply Substitution and the Ripple Effect of Minimum Wages," Journal of Labor Economics, University of Chicago Press, vol. 37(3), pages 905-947.
    48. Kosali Ilayperuma Simon & Robert Kaestner, 2004. "Do Minimum Wages Affect Non-Wage Job Attributes? Evidence on Fringe Benefits," ILR Review, Cornell University, ILR School, vol. 58(1), pages 52-70, October.
    49. Jennifer L. Doleac & Benjamin Hansen, 2016. "Does “Ban the Box” Help or Hurt Low-Skilled Workers? Statistical Discrimination and Employment Outcomes When Criminal Histories are Hidden," NBER Working Papers 22469, National Bureau of Economic Research, Inc.
    50. Acemoglu, Daron, 2001. "Good Jobs versus Bad Jobs," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 1-21, January.
    51. Isaac Sorkin, 2015. "Are There Long-Run Effects of the Minimum Wage?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(2), pages 306-333, April.
    52. Jacob A. Mincer, 1974. "Age and Experience Profiles of Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 64-82, National Bureau of Economic Research, Inc.
    53. Joseph Altonji & Christina Paxson, 1990. "Labor Supply, Hours Constraints and Job Mobility," Working Papers 651, Princeton University, Department of Economics, Industrial Relations Section..
    54. Joseph G. Altonji & Christina H. Paxson, 1992. "Labor Supply, Hours Constraints, and Job Mobility," Journal of Human Resources, University of Wisconsin Press, vol. 27(2), pages 256-278.
    55. Daniel Aaronson & Eric French & James MacDonald, 2008. "The Minimum Wage, Restaurant Prices, and Labor Market Structure," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 688-720.
    56. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    57. Adams, Camilla & Meer, Jonathan & Sloan, CarlyWill, 2022. "The minimum wage and search effort," Economics Letters, Elsevier, vol. 212(C).
    58. David Fairris & Leon Fernandez Bujanda, 2008. "The Dissipation of Minimum Wage Gains for Workers through Labor-Labor Substitution: Evidence from the Los Angeles Living Wage Ordinance," Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 473-496, October.
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    More about this item

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J42 - Labor and Demographic Economics - - Particular Labor Markets - - - Monopsony; Segmented Labor Markets

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