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Do Soccer Associations Really Spend On A Good Thing? Empirical Evidence On Heterogeneity In The Consumer Response To Match Uncertainty Of Outcome

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  • MEN‐ANDRI BENZ
  • LEIF BRANDES
  • EGON FRANCK

Abstract

The purpose of this study is to analyze whether previous results describing the effect of uncertainty of outcome on match attendance in team sports have been driven by heterogeneity in fan demand. We apply censored quantile regression methods and place particular emphasis on the relationship between match uncertainty and attendance demand, as previous results are highly ambiguous. This is more surprising, as each season association and league officials continue to spend millions on enhancing this uncertainty. We also control for season ticket holders, who are unlikely to be influenced by match specificities. Based on data from German soccer, our results indicate that fan demand shows heterogeneity across quantiles and that increasing match uncertainty of outcome exclusively benefits teams who already face strong attendance demand. (JEL D12, C14, C24, L83)

Suggested Citation

  • Men‐Andri Benz & Leif Brandes & Egon Franck, 2009. "Do Soccer Associations Really Spend On A Good Thing? Empirical Evidence On Heterogeneity In The Consumer Response To Match Uncertainty Of Outcome," Contemporary Economic Policy, Western Economic Association International, vol. 27(2), pages 216-235, April.
  • Handle: RePEc:bla:coecpo:v:27:y:2009:i:2:p:216-235
    DOI: 10.1111/j.1465-7287.2008.00127.x
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    References listed on IDEAS

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    1. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    2. Simon Rottenberg, 1956. "The Baseball Players' Labor Market," Journal of Political Economy, University of Chicago Press, vol. 64, pages 242-242.
    3. Allen R. Sanderson & John J. Siegfried, 2006. "Simon Rottenberg and Baseball, Then and Now: A Fiftieth Anniversary Retrospective," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 594-623, June.
    4. B Buraimo & R Simmons, 2006. "Market size and attendance in English Premier League football," Working Papers 574562, Lancaster University Management School, Economics Department.
    5. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    6. David Forrest & Robert Simmons & Babatunde Buraimo, 2005. "Outcome Uncertainty And The Couch Potato Audience," Scottish Journal of Political Economy, Scottish Economic Society, vol. 52(4), pages 641-661, September.
    7. repec:lan:wpaper:3698 is not listed on IDEAS
    8. Allen R. Sanderson & John J. Siegfried, 2006. "Simon Rottenberg and Baseball, Then and Now: A 50th Anniversary Retrospective," Vanderbilt University Department of Economics Working Papers 0606, Vanderbilt University Department of Economics.
    9. Jaume García & Plácido Rodríguez, 2002. "The Determinants of Football Match Attendance Revisited," Journal of Sports Economics, , vol. 3(1), pages 18-38, February.
    10. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    11. David Forrest & Rob Simmons, 2006. "New Issues in Attendance Demand," Journal of Sports Economics, , vol. 7(3), pages 247-266, August.
    12. Jeffery Borland, 2003. "Demand for Sport," Oxford Review of Economic Policy, Oxford University Press, vol. 19(4), pages 478-502, Winter.
    13. Helmut M. Dietl & Egon Franck, 2007. "Governance Failure and Financial Crisis in German Football," Journal of Sports Economics, , vol. 8(6), pages 662-669, December.
    14. Daniel R. Marburger, 1997. "Gate Revenue Sharing And Luxury Taxes In Professional Sports," Contemporary Economic Policy, Western Economic Association International, vol. 15(2), pages 114-123, April.
    15. P. Dorian Owen & Clayton R. Weatherston, 2004. "Uncertainty of Outcome and Super 12 Rugby Union Attendance," Journal of Sports Economics, , vol. 5(4), pages 347-370, November.
    16. 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.
    17. Georg Stadtmann & Dirk Czarnitzki, 2002. "Uncertainty of outcome versus reputation: Empirical evidence for the First German Football Division," Empirical Economics, Springer, vol. 27(1), pages 101-112.
    18. repec:lan:wpaper:3983 is not listed on IDEAS
    19. Leif Brandes & Egon Franck & Stephan Nüesch, 2008. "Local Heroes and Superstars," Journal of Sports Economics, , vol. 9(3), pages 266-286, June.
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    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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