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The Age-Wage-Productivity Puzzle: Evidence from the Careers of Top Earners

Author

Listed:
  • Rachel Scarfe

    (School of Economics, University of Edinburgh)

  • Carl Singleton

    (Department of Economics, University of Reading)

  • Adesola Sunmoni

    (Department of Economics, University of Reading)

  • Paul Telemo

    (School of Economics, University of Edinburgh)

Abstract

There is an inverted u-shaped relationship between age and wages in most labour markets and occupations, but the effects of age on productivity are often unclear. We use panel data on productivity and salaries in a market of high earners, professional footballers (soccer players) in North America, to estimate age-productivity and age-wage profiles. We find stark differences between these profiles; wages continue to increase for several years after productivity has peaked, before dropping sharply at the end of a career. This discrepancy poses the question: why are middle-aged workers seemingly overpaid relative to their contemporaneous productivity? The richness of our dataset allows us to investigate a range of possible mechanisms that could be responsible, including institutional factors, unobserved elements of productivity, and a talent discovery theory, by which teams pay younger players less because their productivity is more uncertain. We find some evidence that tentatively supports this last mechanism.

Suggested Citation

  • Rachel Scarfe & Carl Singleton & Adesola Sunmoni & Paul Telemo, 2022. "The Age-Wage-Productivity Puzzle: Evidence from the Careers of Top Earners," Economics Discussion Papers em-dp2022-07, Department of Economics, University of Reading, revised 30 May 2023.
    • Handle: RePEc:rdg:emxxdp:em-dp2022-07
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    References listed on IDEAS

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    1. Castellucci, Fabrizio & Padula, Mario & Pica, Giovanni, 2011. "The age-productivity gradient: Evidence from a sample of F1 drivers," Labour Economics, Elsevier, vol. 18(4), pages 464-473, August.
    2. Principe, Francesco & van Ours, Jan C., 2022. "Racial bias in newspaper ratings of professional football players," European Economic Review, Elsevier, vol. 141(C).
    3. Camelia M. Kuhnen & Paul Oyer, 2016. "Exploration for Human Capital: Evidence from the MBA Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 255-286.
    4. Marko Terviö, 2009. "Superstars and Mediocrities: Market Failure in the Discovery of Talent -super-1," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 829-850.
    5. Rupert, Peter & Zanella, Giulio, 2015. "Revisiting wage, earnings, and hours profiles," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 114-130.
    6. Rachel Scarfe & Carl Singleton & Paul Telemo, 2021. "Extreme Wages, Performance, and Superstars in a Market for Footballers," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 60(1), pages 84-118, January.
    7. Lazear, Edward P, 1979. "Why Is There Mandatory Retirement?," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1261-1284, December.
    8. Thomas Peeters, 2015. "Profit-Maximizing Gate Revenue Sharing In Sports Leagues," Economic Inquiry, Western Economic Association International, vol. 53(2), pages 1275-1291, April.
    9. Bertoni, Marco & Brunello, Giorgio & Rocco, Lorenzo, 2015. "Selection and the age – productivity profile. Evidence from chess players," Journal of Economic Behavior & Organization, Elsevier, vol. 110(C), pages 45-58.
    10. Adler, Moshe, 1985. "Stardom and Talent," American Economic Review, American Economic Association, vol. 75(1), pages 208-212, March.
    11. Williams, Nicolas, 2009. "Seniority, experience, and wages in the UK," Labour Economics, Elsevier, vol. 16(3), pages 272-283, June.
    12. Stefan Késenne, 2006. "The Win Maximization Model Reconsidered," Journal of Sports Economics, , vol. 7(4), pages 416-427, November.
    13. Christian Deutscher & Oliver Gürtler & Joachim Prinz & Daniel Weimar, 2017. "The Payoff To Consistency In Performance," Economic Inquiry, Western Economic Association International, vol. 55(2), pages 1091-1103, April.
    14. Dennis Coates & Bernd Frick & Todd Jewell, 2016. "Superstar Salaries and Soccer Success," Journal of Sports Economics, , vol. 17(7), pages 716-735, October.
    15. R. Todd Jewell, 2017. "The Effect of Marquee Players on Sports Demand," Journal of Sports Economics, , vol. 18(3), pages 239-252, April.
    16. Roberto Burguet & József Sákovics, 2019. "Bidding For Talent In Sport," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 85-102, January.
    17. Rachel Scarfe & Carl Singleton & Paul Telemo, 2019. "Do high wage footballers play for high wage teams? The case of Major League Soccer," Economics Discussion Papers em-dp2019-04, Department of Economics, University of Reading, revised 01 Feb 2020.
    18. Scott M. Kaplan, 2022. "Putting a price on popularity: Evidence from superstars in the National Basketball Association," Economic Inquiry, Western Economic Association International, vol. 60(3), pages 1357-1381, July.
    19. Alexandros Zangelidis, 2008. "Seniority Profiles in Unionized Workplaces: Do Unions Still have the Edge?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 327-345, June.
    20. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    21. Ana Cardoso & Paulo Guimarães & José Varejão, 2011. "Are Older Workers Worthy of Their Pay? An Empirical Investigation of Age-Productivity and Age-Wage Nexuses," De Economist, Springer, vol. 159(2), pages 95-111, June.
    22. Paul Hek & Daniel Vuuren, 2011. "Are older workers overpaid? A literature review," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 18(4), pages 436-460, August.
    23. Hellerstein, Judith K & Neumark, David & Troske, Kenneth R, 1999. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 409-446, July.
    24. Vincenzo Carrieri & Francesco Principe & Michele Raitano, 2018. "What makes you ‘super-rich’? New evidence from an analysis of football players’ wages," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 950-973.
    25. Christopher R. Bollinger & Julie L. Hotchkiss, 2003. "The Upside Potential of Hiring Risky Workers: Evidence from the Baseball Industry," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 923-944, October.
    26. Anil Özdemir & Helmut Dietl & Giambattista Rossi & Rob Simmons, 2022. "Are workers rewarded for inconsistent performance?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 61(2), pages 137-151, April.
    27. Giulio Zanella & Peter Rupert, 2010. "Revisiting Wage, Earnings, and Hours Profiles," 2010 Meeting Papers 1158, Society for Economic Dynamics.
    28. Lawrence M. Kahn, 2000. "The Sports Business as a Labor Market Laboratory," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 75-94, Summer.
    29. Hausman, Jerry A & Leonard, Gregory K, 1997. "Superstars in the National Basketball Association: Economic Value and Policy," Journal of Labor Economics, University of Chicago Press, vol. 15(4), pages 586-624, October.
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    More about this item

    Keywords

    Labour productivity; Wages; Aging; Sports Labour Markets;
    All these keywords.

    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
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts
    • Z22 - Other Special Topics - - Sports Economics - - - Labor Issues

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