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Performance Quality Preference Heterogeneity in Major League Baseball

Author

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  • Brian M. Mills
  • Rodney Fort

Abstract

With few exceptions, the sports attendance demand literature assumes the intensity of fan responses to home and visiting team quality are homogeneous across the markets in a league. However, the theory of sports leagues makes no such assumption. In this paper, we empirically investigate heterogeneity in fan win preference intensity using Major League Baseball attendance. Using a generalized linear mixed model, we find evidence of substantial fan preference heterogeneity, toward both home and visiting team quality, across Major League Baseball markets. In addition to the demonstrated importance for empirical analysis, we detail how this also matters for league policy design.

Suggested Citation

  • Brian M. Mills & Rodney Fort, 2023. "Performance Quality Preference Heterogeneity in Major League Baseball," Journal of Sports Economics, , vol. 24(3), pages 352-373, April.
    • Handle: RePEc:sae:jospec:v:24:y:2023:i:3:p:352-373
    DOI: 10.1177/15270025221123318
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    References listed on IDEAS

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    1. Michael R. Butler, 2002. "Interleague Play and Baseball Attendance," Journal of Sports Economics, , vol. 3(4), pages 320-334, November.
    2. Brad R. Humphreys & Thomas J. Miceli, 2020. "Outcome Uncertainty, Fan Travel, And Aggregate Attendance," Economic Inquiry, Western Economic Association International, vol. 58(1), pages 462-473, January.
    3. Simon Rottenberg, 1956. "The Baseball Players' Labor Market," Journal of Political Economy, University of Chicago Press, vol. 64(3), pages 242-242.
    4. Qi Ge & Brad R. Humphreys & Kun Zhou, 2020. "Are Fair Weather Fans Affected by Weather? Rainfall, Habit Formation, and Live Game Attendance," Journal of Sports Economics, , vol. 21(3), pages 304-322, April.
    5. McDonald, Mark & Rascher, Daniel, 2000. "Does Bat Day Make Cents? The Effect of Promotions on the Demand for Major League Baseball," MPRA Paper 25739, University Library of Munich, Germany.
    6. Kevin Mongeon & Jason Winfree, 2012. "Comparison of television and gate demand in the National Basketball Association," Sport Management Review, Taylor & Francis Journals, vol. 15(1), pages 72-79, January.
    7. Daniel Brown & Charles R. Link, 2008. "Population and Bandwagon Effects on Local Team Revenues in Major League Baseball," Journal of Sports Economics, , vol. 9(5), pages 470-487, October.
    8. Rodney Fort & Young Hoon Lee & Taeyeon Oh, 2019. "Quantile Insights on Market Structure and Worker Salaries: The Case of Major League Baseball," Journal of Sports Economics, , vol. 20(8), pages 1066-1087, December.
    9. Brad R. Humphreys & Thomas J. Miceli, 2019. "The Peculiar Preferences of Sports Fans: Toward a Preference-Based Motivation for the Uncertainty of Outcome Hypothesis," Journal of Sports Economics, , vol. 20(6), pages 782-796, August.
    10. Scott Tainsky & Jason A. Winfree, 2010. "Discrimination and Demand: The Effect of International Players on Attendance in Major League Baseball," Social Science Quarterly, Southwestern Social Science Association, vol. 91(1), pages 117-128, March.
    11. James W. Meehan Jr. & Randy A. Nelson & Thomas V. Richardson, 2007. "Competitive Balance and Game Attendance in Major League Baseball," Journal of Sports Economics, , vol. 8(6), pages 563-580, December.
    12. Stefan Szymanski, 2010. "The Economic Design of Sporting Contests," Palgrave Macmillan Books, in: The Comparative Economics of Sport, chapter 1, pages 1-78, Palgrave Macmillan.
    13. Michael Lewis & Yeujun Yoon, 2018. "An Empirical Examination of the Development and Impact of Star Power in Major League Baseball," Journal of Sports Economics, , vol. 19(2), pages 155-187, February.
    14. Michael C. Davis, 2009. "Analyzing the Relationship Between Team Success and MLB Attendance With GARCH Effects," Journal of Sports Economics, , vol. 10(1), pages 44-58, February.
    15. Schreyer, Dominik & Schmidt, Sascha L. & Torgler, Benno, 2016. "Against all odds? Exploring the role of game outcome uncertainty in season ticket holders’ stadium attendance demand," Journal of Economic Psychology, Elsevier, vol. 56(C), pages 192-217.
    16. Bates, Douglas & Mächler, Martin & Bolker, Ben & Walker, Steve, 2015. "Fitting Linear Mixed-Effects Models Using lme4," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 67(i01).
    17. Dennis Coates & Brad R. Humphreys & Li Zhou, 2014. "Reference-Dependent Preferences, Loss Aversion, And Live Game Attendance," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 959-973, July.
    18. Jeffrey Cisyk & Pascal Courty, 2017. "Do Fans Care About Compliance to Doping Regulations in Sports? The Impact of PED Suspension in Baseball," Journal of Sports Economics, , vol. 18(4), pages 323-350, May.
    19. John Charles Bradbury, 2019. "Determinants Of Revenue In Sports Leagues: An Empirical Assessment," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 121-140, January.
    20. Russell Ormiston, 2014. "Attendance Effects of Star Pitchers in Major League Baseball," Journal of Sports Economics, , vol. 15(4), pages 338-364, August.
    21. J. Cairns & N. Jennett & P.J. Sloane, 1986. "The Economics of Professional Team Sports: A Survey of Theory and Evidence," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 13(1), pages 3-80, January.
    22. Brad R. Humphreys & Li Zhou, 2015. "The Louis–Schmelling Paradox and the League Standing Effect Reconsidered," Journal of Sports Economics, , vol. 16(8), pages 835-852, December.
    23. Robert J. Lemke & Matthew Leonard & Kelebogile Tlhokwane, 2010. "Estimating Attendance at Major League Baseball Games for the 2007 Season," Journal of Sports Economics, , vol. 11(3), pages 316-348, June.
    24. Elise M. Beckman & Wenqiang Cai & Rebecca M. Esrock & Robert J. Lemke, 2012. "Explaining Game-to-Game Ticket Sales for Major League Baseball Games Over Time," Journal of Sports Economics, , vol. 13(5), pages 536-553, October.
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    Cited by:

    1. Thomas J. Miceli, 2024. "A Note on the Preferences of Sports Fans: Partisanship Versus Uncertainty of Outcome," Journal of Sports Economics, , vol. 25(2), pages 155-168, February.

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    More about this item

    Keywords

    sport demand; team quality; preferences;
    All these keywords.

    JEL classification:

    • Z20 - Other Special Topics - - Sports Economics - - - General
    • L20 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - General
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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