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The Relative Age Effect Reversal among NHL Elite

Author

Listed:
  • Fumarco, Luca
  • Gibbs, Benjamin
  • Jarvis, Jonathan
  • Rossi, Giambattista

Abstract

December 31 the first quarter of the year, most likely because they are relatively bigger than their younger counterparts born later in the year. As this Relative Age Effect (RAE) has been well-established in junior hockey and across other professional sports, we argue that the long- term impact of this phenomenon is still poorly understood. Using roster data on North American NHL players from 2008 to 2015, we examine the RAE in terms of birth month distribution and the extent that RAE is associated with points (i.e. goals plus assists) and player salaries. We find evidence of an RAE reversal—that players born in the second half of the year (July-December) score more points per season (29-50% more points) and command higher salaries (30%-50% more salary). Among elite players—the highest scoring and highest paid athletes—the scoring gap ranges between 14% and 26% more points for players born in the second half of the year—whereas the salary gap ranges between 18% and 50% greater salary. We argue that results partly support an “underdog” effect in NHL that is greatest among elite players.

Suggested Citation

  • Fumarco, Luca & Gibbs, Benjamin & Jarvis, Jonathan & Rossi, Giambattista, 2016. "The Relative Age Effect Reversal among NHL Elite," MPRA Paper 75691, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:75691
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    References listed on IDEAS

    as
    1. Luca Fumarco & Giambattista Rossi, 2015. "Relative Age Effect on Labor Market Outcomes for High Skilled Workers – Evidence from Soccer," Management Working Papers 9, Birkbeck Department of Management, revised Mar 2015.
    2. Adler, Moshe, 1985. "Stardom and Talent," American Economic Review, American Economic Association, vol. 75(1), pages 208-212, March.
    3. Alex Bryson & Rafael Gomez & Tingting Zhang, 2017. "All-Star or Benchwarmer? Relative Age, Cohort Size and Career Success in the NHL," Sports Economics, Management, and Policy, in: Bernd Frick (ed.), Breaking the Ice, pages 57-91, Springer.
    4. Parente Paulo M.D.C. & Santos Silva João M.C., 2016. "Quantile Regression with Clustered Data," Journal of Econometric Methods, De Gruyter, vol. 5(1), pages 1-15, January.
    5. repec:esx:essedp:728 is not listed on IDEAS
    6. Kelly Bedard & Elizabeth Dhuey, 2006. "The Persistence of Early Childhood Maturity: International Evidence of Long-Run Age Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1437-1472.
    7. Robert O Deaner & Aaron Lowen & Stephen Cobley, 2013. "Born at the Wrong Time: Selection Bias in the NHL Draft," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-7, February.
    8. Böheim, René & Lackner, Mario, 2012. "Returns to education in professional football," Economics Letters, Elsevier, vol. 114(3), pages 326-328.
    9. Dorsett, Richard, 2014. "The effect of temporary in-work support on employment retention: Evidence from a field experiment," Labour Economics, Elsevier, vol. 31(C), pages 61-71.
    10. Rosen, Sherwin, 1981. "The Economics of Superstars," American Economic Review, American Economic Association, vol. 71(5), pages 845-858, December.
    11. Ponzo, Michela & Scoppa, Vincenzo, 2014. "The long-lasting effects of school entry age: Evidence from Italian students," Journal of Policy Modeling, Elsevier, vol. 36(3), pages 578-599.
    12. Addona Vittorio & Yates Philip A, 2010. "A Closer Look at the Relative Age Effect in the National Hockey League," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 6(4), pages 1-19, October.
    13. Todd E. Elder & Darren H. Lubotsky, 2009. "Kindergarten Entrance Age and Children’s Achievement: Impacts of State Policies, Family Background, and Peers," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    14. 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.
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    Cited by:

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    More about this item

    Keywords

    relative age effect; hockey; performance outcomes; quintile regression;
    All these keywords.

    JEL classification:

    • 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
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

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