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Attendance in the Canadian Hockey League: The Impact of Winning, Fighting, Uncertainty of Outcome, and Weather on Junior Hockey Attendance

Author

Listed:
  • Rodney Paul

    (Department of Sport Management, Syracuse University, Syracuse, NY 13244, USA)

  • Andrew Weinbach

    (Department of Finance and Economics, E. Craig Wall Sr. College of Business Administration, Coastal Carolina University, Conway, SC 29528, USA)

  • Nick Riccardi

    (Department of Sport Management, Syracuse University, Syracuse, NY 13244, USA)

Abstract

An attendance model is specified for the Canadian Hockey League (CHL), the top level of junior hockey in Canada with some teams located in the United States. The natural log of attendance is used as the dependent variable, with explanatory variables consisting of the timing of the game, team performance characteristics, uncertainty of outcome measures, and weather-related variables. Weekends and Mondays were the most popular days for games. Winning and fighting were shown to be popular team characteristics that drive attendance. Uncertainty of outcome plays little role, if any, in fan interest at this level, while precipitation significantly reduces attendance.

Suggested Citation

  • Rodney Paul & Andrew Weinbach & Nick Riccardi, 2019. "Attendance in the Canadian Hockey League: The Impact of Winning, Fighting, Uncertainty of Outcome, and Weather on Junior Hockey Attendance," IJFS, MDPI, vol. 7(1), pages 1-11, February.
  • Handle: RePEc:gam:jijfss:v:7:y:2019:i:1:p:12-:d:207391
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    References listed on IDEAS

    as
    1. Stefan Szymanski, 2017. "Entry into exit: insolvency in English professional football," Scottish Journal of Political Economy, Scottish Economic Society, vol. 64(4), pages 419-444, September.
    2. Brian M. Mills & Rodney Fort, 2018. "Team-Level Time Series Analysis in MLB, the NBA, and the NHL," Journal of Sports Economics, , vol. 19(7), pages 911-933, October.
    3. N. Scelles, 2017. "Star quality and competitive balance? Television audience demand for English Premier League football reconsidered," Applied Economics Letters, Taylor & Francis Journals, vol. 24(19), pages 1399-1402, November.
    4. Nicolas Scelles & Boris Helleu & Christophe Durand & Liliane Bonnal, 2016. "Professional Sports Firm Values," Journal of Sports Economics, , vol. 17(7), pages 688-715, October.
    5. Dennis Coates & Brad R. Humphreys, 2011. "Game Attendance and Competitive Balance in the National Hockey League," UMBC Economics Department Working Papers 11-130, UMBC Department of Economics.
    6. Rodney J. Paul, 2003. "Variations in NHL Attendance: The Impact of Violence, Scoring, and Regional Rivalries," American Journal of Economics and Sociology, Wiley Blackwell, vol. 62(2), pages 345-364, April.
    7. Nicolas Scelles & Boris Helleu & Christophe Durand & Liliane Bonnal & Stephen Morrow, 2017. "Explaining the Number of Social Media Fans for North American and European Professional Sports Clubs with Determinants of Their Financial Value," IJFS, MDPI, vol. 5(4), pages 1-19, November.
    8. Nicolas Scelles & Stefan Szymanski & Nadine Dermit-Richard, 2018. "Insolvency in French Soccer," Journal of Sports Economics, , vol. 19(5), pages 603-624, June.
    9. Wladimir Andreff, 2018. "Financial and Sporting Performance in French Football Ligue 1: Influence on the Players’ Market," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03206972, HAL.
    10. J. C. H. Jones & D. G. Ferguson & K. G. Stewart, 1993. "Blood Sports and Cherry Pie," American Journal of Economics and Sociology, Wiley Blackwell, vol. 52(1), pages 63-78, January.
    11. 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.
    12. N. Scelles & C. Durand & L. Bonnal & D. Goyeau & W. Andreff, 2013. "Competitive balance versus competitive intensity before a match: is one of these two concepts more relevant in explaining attendance? The case of the French football Ligue 1 over the period 2008--2011," Applied Economics, Taylor & Francis Journals, vol. 45(29), pages 4184-4192, October.
    13. Simon Rottenberg, 1956. "The Baseball Players' Labor Market," Journal of Political Economy, University of Chicago Press, vol. 64, pages 242-242.
    14. Duane W. Rockerbie, 2017. "Fighting as a Profit-Maximizing Strategy: The American Hockey League," Sports Economics, Management, and Policy, in: Bernd Frick (ed.), Breaking the Ice, pages 17-37, Springer.
    15. 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.
    16. Duane W. Rockerbie, 2016. "Fighting as a profit maximizing strategy in the National Hockey League: more evidence," Applied Economics, Taylor & Francis Journals, vol. 48(4), pages 292-299, January.
    17. Daniel, Rascher & Matt, Brown & Mark, Nagel & Chad, McEvoy, 2009. "Where did National Hockey League Fans go During the 2004-2005 Lockout?: An Analysis of Economic Competition Between Leagues," MPRA Paper 25804, University Library of Munich, Germany.
    18. Nicolas Scelles & Christophe Durand & Liliane Bonnal & Daniel Goyeau & Wladimir Andreff, 2013. "My team is in contention? Nice, I go to the stadium! Competitive intensity in the French football Ligue 1," Economics Bulletin, AccessEcon, vol. 33(3), pages 2365-2378.
    19. M. Kringstad & Bill Gerrard, 2004. "The Concepts of Competitive Balance and Uncertainty of Outcome," IASE Conference Papers 0412, International Association of Sports Economists.
    20. Wladimir Andreff, 2018. "Financial and Sporting Performance in French Football Ligue 1: Influence on the Players’ Market," Post-Print hal-03206972, HAL.
    21. Jaret Treber & Lawrence Mulcahy & Manjul Bhusal Sharma, 2018. "Empty Seats or Empty Threats? Examining the Effects of the 1994-1995 and 2004-2005 Lockouts on Attendance and Revenue in the National Hockey League," Journal of Sports Economics, , vol. 19(5), pages 677-695, June.
    22. Benjamin Leard & Joanne M. Doyle, 2011. "The Effect of Home Advantage, Momentum, and Fighting on Winning in the National Hockey League," Journal of Sports Economics, , vol. 12(5), pages 538-560, October.
    23. Dennis Coates & Marcel Battré & Christian Deutscher, 2011. "Does Violence in Professional Ice Hockey Pay? Cross Country Evidence from Three Leagues," Sports Economics, Management, and Policy, in: R. Todd Jewell (ed.), Violence and Aggression in Sporting Contests, edition 1, chapter 0, pages 47-63, Springer.
    24. Scelles, Nicolas (Сели, Николя) & Duran, Christophe (Дюра, Кристоф) & Bonnal, Liliane (Бонналь, Лилиан) & Goyeau, Daniel (Гойюс, Даниэль) & Andreff, Wladimir (Андрефф, Владимир), 2016. "Do all sporting prizes have a significant positive impact on attendance in a European national football league? Competitive intensity in the French Ligue 1 [Действительно Ли Все Спортивные Призы Ок," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 3, pages 82-107, June.
    25. Jaume García & Plácido Rodríguez, 2002. "The Determinants of Football Match Attendance Revisited," Journal of Sports Economics, , vol. 3(1), pages 18-38, February.
    26. Brad R. Humphreys, 2002. "Alternative Measures of Competitive Balance in Sports Leagues," Journal of Sports Economics, , vol. 3(2), pages 133-148, May.
    27. Rodney Fort & Joel Maxcy, 2003. "“Competitive Balance in Sports Leagues: An Introductionâ€," Journal of Sports Economics, , vol. 4(2), pages 154-160, May.
    28. Wladimir Andreff, 2018. "Financial and Sporting Performance in French Football Ligue 1: Influence on the Players’ Market," IJFS, MDPI, vol. 6(4), pages 1-17, November.
    29. W. Andreff & N. Scelles, 2015. "Walter C. Neale 50 Years After: Beyond Competitive Balance, the League Standing Effect Tested With French Football Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01306623, HAL.
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