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Sentiment and bias in performance evaluation by impartial arbitrators

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  • Lenten, Liam J.A.
  • Crosby, Paul
  • McKenzie, Jordi

Abstract

This study investigates whether relative performance evaluations of labor output are biased in the presence of sentiment, even when the (supposedly independent) evaluators are external. Data from a field-experiment setting—involving a pro-sport League's best-player award—allows for empirical testing of this proposition. After controlling for within-match performance, the results show that the match officials provide significantly better evaluations to players celebrating a ‘milestone’ game—an occasion on which sentimental favorites exist. However, this sentiment bias holds only in certain cases, and appears to have weakened in more recent years.

Suggested Citation

  • Lenten, Liam J.A. & Crosby, Paul & McKenzie, Jordi, 2019. "Sentiment and bias in performance evaluation by impartial arbitrators," Economic Modelling, Elsevier, vol. 76(C), pages 128-134.
    • Handle: RePEc:eee:ecmode:v:76:y:2019:i:c:p:128-134
    DOI: 10.1016/j.econmod.2018.07.026
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    References listed on IDEAS

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    1. Angelovski, Andrej & Brandts, Jordi & Sola, Carles, 2016. "Hiring and escalation bias in subjective performance evaluations: A laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 121(C), pages 114-129.
    2. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    3. B. Jay Coleman & J. Michael DuMond & Allen K. Lynch, 2008. "An Examination of NBA MVP Voting Behavior," Journal of Sports Economics, , vol. 9(6), pages 606-627, December.
    4. George Baker & Robert Gibbons & Kevin J. Murphy, 1994. "Subjective Performance Measures in Optimal Incentive Contracts," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1125-1156.
    5. Prendergast, Canice & Topel, Robert H, 1996. "Favoritism in Organizations," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 958-978, October.
    6. Liam J. A. Lenten, 2017. "Racial discrimination in umpire voting: an (arguably) unexpected result," Applied Economics, Taylor & Francis Journals, vol. 49(37), pages 3751-3757, August.
    7. Arne Feddersen & Brad R. Humphreys & Brian P. Soebbing, 2017. "Sentiment Bias And Asset Prices: Evidence From Sports Betting Markets And Social Media," Economic Inquiry, Western Economic Association International, vol. 55(2), pages 1119-1129, April.
    8. Egon Franck & Erwin Verbeek & Stephan Nüesch, 2011. "Sentimental Preferences and the Organizational Regime of Betting Markets," Southern Economic Journal, John Wiley & Sons, vol. 78(2), pages 502-518, October.
    9. Alex Edmans & Diego García & Øyvind Norli, 2007. "Sports Sentiment and Stock Returns," Journal of Finance, American Finance Association, vol. 62(4), pages 1967-1998, August.
    10. Norman Strong & Xinzhong Xu, 2003. "Understanding the Equity Home Bias: Evidence from Survey Data," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 307-312, May.
    11. Findlay, David W & Reid, Clifford E, 1997. "Voting Behavior, Discrimination and the National Baseball Hall of Fame," Economic Inquiry, Western Economic Association International, vol. 35(3), pages 562-578, July.
    12. Borland, Jeff & Lee, Leng & Macdonald, Robert D., 2011. "Escalation effects and the player draft in the AFL," Labour Economics, Elsevier, vol. 18(3), pages 371-380, June.
    13. Sebastian Braun & Michael Kvasnicka, 2013. "National Sentiment and Economic Behavior," Journal of Sports Economics, , vol. 14(1), pages 45-64, February.
    14. Dohmen, Thomas, 2003. "In Support of the Supporters? Do Social Forces Shape Decisions of the Impartial?," IZA Discussion Papers 755, Institute of Labor Economics (IZA).
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    Cited by:

    1. Collins, Alan & McKenzie, Jordi & Vaughan Williams, Leighton, 2019. "When is a talent contest not a talent contest? Sequential performance bias in expert evaluation," Economics Letters, Elsevier, vol. 177(C), pages 94-98.
    2. Arne Feddersen & Brad R. Humphreys & Brian P. Soebbing, 2020. "Casual bettors and sentiment bias in NBA and NFL betting," Applied Economics, Taylor & Francis Journals, vol. 52(53), pages 5797-5806, November.

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    More about this item

    Keywords

    Evaluation; Labor; Modeling; Sport;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • M59 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Other
    • Z22 - Other Special Topics - - Sports Economics - - - Labor Issues

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