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Predictive Modelling of Sports Facility Use: A Model of Aquatic Centre Attendance

Author

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  • Antoine Barbier

    (Faculty of Sport Sciences, University of Rouen Normandy, CETAPS UR3832, 76821 Mont-Saint-Aignan, France)

  • Barbara Evrard

    (Faculty of Sport Sciences, University of Rouen Normandy, CETAPS UR3832, 76821 Mont-Saint-Aignan, France)

  • Nadine Dermit-Richard

    (Faculty of Sport Sciences, University of Rouen Normandy, CETAPS UR3832, 76821 Mont-Saint-Aignan, France)

Abstract

The level of attendance appears to be the central indicator for analysing the performance of public sports facilities. However, most of the studies focus on customer satisfaction and loyalty and have been carried out in Australia and the United Kingdom. The aim of this article was, therefore, to identify potential explanatory variables that could explain attendance at leisure sports facilities in Europe based on the literature (a). Then, we aimed to identify the variables that explained attendance based on a study of aquatic centres (b) to propose an exploratory predictive model (c). The sample was composed of data from 28 aquatic facilities over 5 years, and we examined 41 variables from the literature. A predictive model of attendance was created using backward regression. The proposed formula had a predictive power of 79.13% of the observed attendance in our sample of aquatic centres. These results suggest that it is possible to determine attendance at an aquatic facility with only four variables and that the study of leisure facilities in Europe implies adapting the variables to be considered. This is also the first model to investigate leisure sports facilities in Europe.

Suggested Citation

  • Antoine Barbier & Barbara Evrard & Nadine Dermit-Richard, 2023. "Predictive Modelling of Sports Facility Use: A Model of Aquatic Centre Attendance," Sustainability, MDPI, vol. 15(5), pages 1-17, February.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:5:p:4142-:d:1079596
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    References listed on IDEAS

    as
    1. Fernando García-Pascual & Carlos Pérez-Campos & Joaquín García Sánchez & Ana Soto-Rubio & Sergio Aguado Berenguer, 2021. "Models of Sports Management in Fitness Centres. Influence of Sex, Age and Sport Frequency. Linear Models vs. Qualitative Comparative Analysis," Sustainability, MDPI, vol. 13(16), pages 1-11, August.
    2. Antonella Cugini & Antonella Caru & Fabrizio Zerbini, 2007. "The Cost of Customer Satisfaction: A Framework for Strategic Cost Management in Service Industries," European Accounting Review, Taylor & Francis Journals, vol. 16(3), pages 499-530.
    3. Jackie Grieve & Emma Sherry, 2012. "Community benefits of major sport facilities: The Darebin International Sports Centre," Sport Management Review, Taylor & Francis Journals, vol. 15(2), pages 218-229, April.
    4. Gary Howat & Guy Assaker, 2013. "The hierarchical effects of perceived quality on perceived value, satisfaction, and loyalty: Empirical results from public, outdoor aquatic centres in Australia," Sport Management Review, Taylor & Francis Journals, vol. 16(3), pages 268-284, July.
    5. Howat, Gary & Assaker, Guy, 2016. "Outcome quality in participant sport and recreation service quality models: Empirical results from public aquatic centres in Australia," Sport Management Review, Elsevier, vol. 19(5), pages 520-535.
    6. Kung, Shia Ping & Taylor, Peter, 2014. "The use of public sports facilities by the disabled in England," Sport Management Review, Elsevier, vol. 17(1), pages 8-22.
    7. Yoshida, Masayuki, 2017. "Consumer experience quality: A review and extension of the sport management literature," Sport Management Review, Elsevier, vol. 20(5), pages 427-442.
    8. Jairo León-Quismondo & Jorge García-Unanue & Pablo Burillo, 2020. "Best Practices for Fitness Center Business Sustainability: A Qualitative Vision," Sustainability, MDPI, vol. 12(12), pages 1-17, June.
    9. Geoffrey Propheter & Megan E. Hatch, 2015. "Evaluating Parking Monetization as a Strategy for Subsidizing Major League Sports Facilities," Growth and Change, Wiley Blackwell, vol. 46(1), pages 1-15, March.
    10. Masayuki Yoshida, 2017. "Consumer experience quality: A review and extension of the sport management literature," Sport Management Review, Taylor & Francis Journals, vol. 20(5), pages 427-442, December.
    11. Gary Howat & Guy Assaker, 2016. "Outcome quality in participant sport and recreation service quality models: Empirical results from public aquatic centres in Australia," Sport Management Review, Taylor & Francis Journals, vol. 19(5), pages 520-535, December.
    12. Shia Ping Kung & Peter Taylor, 2014. "The use of public sports facilities by the disabled in England," Sport Management Review, Taylor & Francis Journals, vol. 17(1), pages 8-22, January.
    13. Grieve, Jackie & Sherry, Emma, 2012. "Community benefits of major sport facilities: The Darebin International Sports Centre," Sport Management Review, Elsevier, vol. 15(2), pages 218-229.
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