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When pretty hurts: Beauty premia and penalties in eSports

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  • Babin, J. Jobu
  • Chauhan, Haritima S.
  • Kistler, Steven L.

Abstract

This paper explores the classic beauty premium paradigm in the eSports Overwatch League. Using two-step probit selection models and unsupervised machine learning algorithms, we find that professional gamers rated as more attractive are more likely to receive a contract in the following year, controlling for productivity and other factors. However, there is no apparent lifetime earnings premium. Regression and cluster analyses reveal that it is not enough to be a good player – the inter-relatedness of productivity, attractiveness, and popularity on social media dictates employability. Looking at the league's wealthiest, most successful, and most appealing teams, we find that attractiveness on its own is a negative predictor of getting hired.

Suggested Citation

  • Babin, J. Jobu & Chauhan, Haritima S. & Kistler, Steven L., 2024. "When pretty hurts: Beauty premia and penalties in eSports," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 726-741.
  • Handle: RePEc:eee:jeborg:v:217:y:2024:i:c:p:726-741
    DOI: 10.1016/j.jebo.2023.12.002
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    1. Hamermesh, Daniel S. & Parker, Amy, 2005. "Beauty in the classroom: instructors' pulchritude and putative pedagogical productivity," Economics of Education Review, Elsevier, vol. 24(4), pages 369-376, August.
    2. Jetter, Michael & Walker, Jay K., 2017. "Anchoring in financial decision-making: Evidence from Jeopardy!," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 164-176.
    3. Dietl, Helmut & Özdemir, Anil & Rendall, Andrew, 2020. "The role of facial attractiveness in tennis TV-viewership," Sport Management Review, Elsevier, vol. 23(3), pages 521-535.
    4. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    5. Hale, Galina & Regev, Tali & Rubinstein, Yona, 2023. "Do looks matter for an academic career in economics?," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 406-420.
    6. Michael French, 2002. "Physical appearance and earnings: further evidence," Applied Economics, Taylor & Francis Journals, vol. 34(5), pages 569-572.
    7. Doorley, Karina & Sierminska, Eva, 2015. "Myth or fact? The beauty premium across the wage distribution in Germany," Economics Letters, Elsevier, vol. 129(C), pages 29-34.
    8. Berri, David J. & Simmons, Rob & Van Gilder, Jennifer & O'Neill, Lisle, 2011. "What does it mean to find the face of the franchise? Physical attractiveness and the evaluation of athletic performance," Economics Letters, Elsevier, vol. 111(3), pages 200-202, June.
    9. Jeff Borland & Andrew Leigh, 2014. "Unpacking the Beauty Premium: What Channels Does It Operate Through, and Has It Changed Over Time?," The Economic Record, The Economic Society of Australia, vol. 90(288), pages 17-32, March.
    10. Ahmed, Shaker & Ranta, Mikko & Vähämaa, Emilia & Vähämaa, Sami, 2023. "Facial attractiveness and CEO compensation: Evidence from the banking industry," Journal of Economics and Business, Elsevier, vol. 123(C).
    11. Hale, Galina & Regev, Tali & Rubinstein, Yona, 2023. "Do looks matter for an academic career in economics?," Santa Cruz Department of Economics, Working Paper Series qt8s25m320, Department of Economics, UC Santa Cruz.
    12. Bush, Alan J. & Martin, Craig A. & Bush, Victoria D., 2004. "Sports Celebrity Influence on the Behavioral Intentions of Generation Y," Journal of Advertising Research, Cambridge University Press, vol. 44(1), pages 108-118, March.
    13. Andreoni, James & Petrie, Ragan, 2008. "Beauty, gender and stereotypes: Evidence from laboratory experiments," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 73-93, February.
    14. Erin L. Krupka & Roberto A. Weber, 2013. "Identifying Social Norms Using Coordination Games: Why Does Dictator Game Sharing Vary?," Journal of the European Economic Association, European Economic Association, vol. 11(3), pages 495-524, June.
    15. Fletcher, Jason M., 2009. "Beauty vs. brains: Early labor market outcomes of high school graduates," Economics Letters, Elsevier, vol. 105(3), pages 321-325, December.
    16. Sendhil Mullainathan & Marianne Bertrand, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May.
    17. Pfann, Gerard A. & Biddle, Jeff E. & Hamermesh, Daniel S. & Bosman, Ciska M., 2000. "Business success and businesses' beauty capital," Economics Letters, Elsevier, vol. 67(2), pages 201-207, May.
    18. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    19. Giam Pietro Cipriani & Angelo Zago, 2011. "Productivity or Discrimination? Beauty and the Exams," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73(3), pages 428-447, June.
    20. Harper, Barry, 2000. "Beauty, Stature and the Labour Market: A British Cohort Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 62(0), pages 771-800, Special I.
    21. Hamermesh, Daniel S & Biddle, Jeff E, 1994. "Beauty and the Labor Market," American Economic Review, American Economic Association, vol. 84(5), pages 1174-1194, December.
    22. John Karl Scholz & Kamil Sicinski, 2015. "Facial Attractiveness and Lifetime Earnings: Evidence from a Cohort Study," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 14-28, March.
    23. Parrett, Matt, 2015. "Beauty and the feast: Examining the effect of beauty on earnings using restaurant tipping data," Journal of Economic Psychology, Elsevier, vol. 49(C), pages 34-46.
    24. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    25. Jobu Babin, J. & Hussey, Andrew & Nikolsko-Rzhevskyy, Alex & Taylor, David A., 2020. "Beauty Premiums Among Academics," Economics of Education Review, Elsevier, vol. 78(C).
    26. Rey Hernández-Julián & Christina Peters, 2017. "Student Appearance and Academic Performance," Journal of Human Capital, University of Chicago Press, vol. 11(2), pages 247-262.
    27. Biddle, Jeff E & Hamermesh, Daniel S, 1998. "Beauty, Productivity, and Discrimination: Lawyers' Looks and Lucre," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 172-201, January.
    28. Chan, Ho Fai & Ulrich, Fabian & Altman, Hannah & Schmidt, Sascha L. & Schreyer, Dominik & Torgler, Benno, 2022. "Beyond performance? The importance of subjective and objective physical appearance in award nominations and receptions in football," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 271-289.
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    More about this item

    Keywords

    Beauty premium; Beauty penalty; Discrimination; eSports; Overwatch League; Twitch;
    All these keywords.

    JEL classification:

    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General
    • J49 - Labor and Demographic Economics - - Particular Labor Markets - - - Other
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • Z2 - Other Special Topics - - Sports Economics

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