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A panel data analysis of the impacts of regional economic factors, marketing and promotions, and team performance on minor league baseball attendance

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  • Richard Cebula

Abstract

Using panel data for the period 2007–2011, this study seeks to identify key economic, promotions, team performance, and other determinants of attendance at minor league baseball games in the Carolina League, which consists of teams from eight metropolitan areas. The PLS, Fixed-Effects estimations identify several promotions that successfully attract fans. These include fireworks displays and both high-value and low-value merchandise promotions, food and drink specials, family/group general admission ticket discounts, and beer discounts. Furthermore, those venues with higher per capita incomes and larger populations tend to have higher attendance levels. There is evidence that higher average ticket prices reduce attendance. There also is evidence that team performance in the form of winning and greater total runs scored per game attracts fans: teams with better win–loss records have higher attendance, as do home teams that play in higher scoring games. There is evidence that home teams committing more fielding errors experience a modest decline in attendance. Attendance appears to be higher on the Memorial Day, July 4, and Labor Day weekends. Finally, attendance is sensitive to scheduling. Games scheduled for Fridays and Saturdays and during July have much higher attendance, whereas games on Mondays and Tuesdays have much lower attendance. Copyright Springer-Verlag Berlin Heidelberg 2013

Suggested Citation

  • Richard Cebula, 2013. "A panel data analysis of the impacts of regional economic factors, marketing and promotions, and team performance on minor league baseball attendance," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(3), pages 695-710, December.
  • Handle: RePEc:spr:anresc:v:51:y:2013:i:3:p:695-710
    DOI: 10.1007/s00168-013-0558-0
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    1. Scully, Gerald W, 1974. "Pay and Performance in Major League Baseball," American Economic Review, American Economic Association, vol. 64(6), pages 915-930, December.
    2. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    3. Richard Cebula & Michael Toma & Jay Carmichael, 2009. "Attendance and promotions in minor league baseball: the Carolina League," Applied Economics, Taylor & Francis Journals, vol. 41(25), pages 3209-3214.
    4. Rodney Fort & James Quirk, 1995. "Cross-subsidization, Incentives, and Outcomes in Professional Team Sports Leagues," Journal of Economic Literature, American Economic Association, vol. 33(3), pages 1265-1299, September.
    5. El-Hodiri, Mohamed & Quirk, James, 1971. "An Economic Model of a Professional Sports League," Journal of Political Economy, University of Chicago Press, vol. 79(6), pages 1302-1319, Nov.-Dec..
    6. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    7. Rodney Paul & Andrew Weinbach, 2011. "Determinants of Attendance in the Quebec Major Junior Hockey League: Role of Winning, Scoring, and Fighting," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 39(3), pages 303-311, September.
    8. Lorna Gifis & Paul Sommers, 2006. "Promotions and Attendance in Minor League Baseball," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 34(4), pages 513-514, December.
    9. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-475, June.
    10. Berna Demiralp & Christopher Colburn & James Koch, 2012. "The effects of age, experience and managers upon baseball performance," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 36(2), pages 481-498, April.
    11. John D. Burger & Stephen J. K. Walters, 2003. "Market Size, Pay, and Performance," Journal of Sports Economics, , vol. 4(2), pages 108-125, May.
    12. Seth R. Gitter & Thomas A. Rhoads, 2010. "Determinants of Minor League Baseball Attendance," Journal of Sports Economics, , vol. 11(6), pages 614-628, December.
    13. Zulal Denaux & David Denaux & Yeliz Yalcin, 2011. "Factors Affecting Attendance of Major League Baseball: Revisited," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 39(2), pages 117-127, June.
    14. John L. Solow & Anthony C. Krautmann, 2007. "Leveling the Playing Field or Just Lowering Salaries? The Effects of Redistribution in Baseball," Southern Economic Journal, John Wiley & Sons, vol. 73(4), pages 947-958, April.
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    Cited by:

    1. Aaron J. Chastain & Stephan F. Gohmann & E. Frank Stephenson, 2017. "Beer Availability and College Football Attendance," Journal of Sports Economics, , vol. 18(6), pages 592-600, August.
    2. Rodney J. Paul & Charles Garrett & Cody Barbuto & Kyle Liotta, 2019. "Celebrity attraction in the minors: the case of Tim Tebow," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 43(4), pages 795-812, October.

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    More about this item

    Keywords

    R11; R20; M20; M21; M31;
    All these keywords.

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General
    • M20 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - General
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing

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