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The relative age effect reversal among the National Hockey League elite

Author

Listed:
  • Luca Fumarco
  • Benjamin G Gibbs
  • Jonathan A Jarvis
  • Giambattista Rossi

Abstract

Like many sports in adolescence, junior hockey is organized by age groups. Typically, players born after December 31st are placed in the subsequent age cohort and as a result, will have an age advantage over those players born closer to the end of the year. While this relative age effect (RAE) has been well-established in junior hockey and other professional sports, the long-term impact of this phenomenon is not well understood. Using roster data on North American National Hockey League (NHL) players from the 2008–2009 season to the 2015–2016 season, we document a RAE reversal—players born in the last quarter of the year (October-December) score more and command higher salaries than those born in the first quarter of the year. This reversal is even more pronounced among the NHL “elite.” We find that among players in the 90th percentile of scoring, those born in the last quarter of the year score about 9 more points per season than those born in the first quarter. Likewise, elite players in the 90th percentile of salary who are born in the last quarter of the year earn 51% more pay than players born at the start of the year. Surprisingly, compared to players at the lower end of the performance distribution, the RAE reversal is about three to four times greater among elite players.

Suggested Citation

  • Luca Fumarco & Benjamin G Gibbs & Jonathan A Jarvis & Giambattista Rossi, 2017. "The relative age effect reversal among the National Hockey League elite," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-16, August.
  • Handle: RePEc:plo:pone00:0182827
    DOI: 10.1371/journal.pone.0182827
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    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. repec:esx:essedp:728 is not listed on IDEAS
    4. John Ashworth & Bruno Heyndels, 2007. "Selection Bias and Peer Effects in Team Sports," Journal of Sports Economics, , vol. 8(4), pages 355-377, August.
    5. Claudio Lucifora & Rob Simmons, 2003. "Superstar Effects in Sport," Journal of Sports Economics, , vol. 4(1), pages 35-55, February.
    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. Peña, Pablo A., 2017. "Creating winners and losers: Date of birth, relative age in school, and outcomes in childhood and adulthood," Economics of Education Review, Elsevier, vol. 56(C), pages 152-176.
    14. 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).
    15. 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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    2. Christian Thue Bjørndal & Live S Luteberget & Kevin Till & Simen Holm, 2018. "The relative age effect in selection to international team matches in Norwegian handball," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-12, December.
    3. John R Doyle & Paul A Bottomley, 2018. "Relative age effect in elite soccer: More early-born players, but no better valued, and no paragon clubs or countries," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-13, February.
    4. Alfonso de la Rubia Riaza & Jorge Lorenzo Calvo & Daniel Mon-López & Alberto Lorenzo, 2020. "Impact of the Relative Age Effect on Competition Performance in Basketball: A Qualitative Systematic Review," IJERPH, MDPI, vol. 17(22), pages 1-31, November.
    5. Fumarco, Luca & Longley, Neil & Palermo, Alberto & Rossi, Giambattista, 2024. "Strategic Behaviours in a Labour Market with Mobility-Restricting Contractual Provisions: Evidence from the National Hockey League," IZA Discussion Papers 16836, Institute of Labor Economics (IZA).
    6. Furmaco, L. & Longley, N. & Palermo, A. & Rossi, G., 2021. "Employees’ Performance Variation over Fixed-Term Contracts - Evidence from the National Hockey League," Working Papers 2107, Tulane University, Department of Economics.
    7. Alfonso de la Rubia & Christian Thue Bjørndal & Joaquín Sánchez-Molina & José María Yagüe & Jorge Lorenzo Calvo & Sergio Maroto-Izquierdo, 2020. "The relationship between the relative age effect and performance among athletes in World Handball Championships," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-21, March.

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