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Analyzing the impact of sport infrastructure on sport participation using geo-coded data: Evidence from multi-level models

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  • Pamela Wicker
  • Kirstin Hallmann
  • Christoph Breuer

Abstract

► The impact of sport facilities on sport participation is analyzed. ► Data on individuals (micro level) and sport facilities (macro level) were collected. ► Data on both levels are geo-coded and multi-level analyses are performed. ► Swimming pools are a significant determinant for sport participation. ► The provision of sport fields is important to participation in sport clubs.Sport policies aiming at increasing mass participation and club participation have stressed the importance of sport infrastructure. Previous research has mainly analyzed the influence of individual factors (age, income, etc.) on sport participation. Although a few studies have dealt with the impact of sport facilities on sport participation, some methodological shortcomings can be observed regarding the integration of sport infrastructure into the research design. Oftentimes, subjective measures of infrastructure are employed, leading to biased results, for example inactive people have a worse perception of the actual supply of facilities. In fact it is important to measure the available sport infrastructure objectively using a quantitative approach and integrate it into statistical models. Therefore, the purpose of this study is to analyze the impact of individual and infrastructure variables on sport participation in general and in sport clubs using geo-coded data following a multi-level design. For this purpose, both primary data (individual level) and secondary data (infrastructure level) were collected in the city of Munich, Germany. A telephone survey of the resident population was carried out (n = 11,175) and secondary data on the available sport infrastructure in Munich were collected. Both datasets were geo-coded using Gauss–Krueger coordinates and integrated into multi-level analyses. The multi-level models show that swimming pools are of particular importance for sport participation in general and sport fields for participation in sport clubs. Challenges and implications for a more holistic modeling of sport participation including infrastructure variables are discussed.

Suggested Citation

  • Pamela Wicker & Kirstin Hallmann & Christoph Breuer, 2013. "Analyzing the impact of sport infrastructure on sport participation using geo-coded data: Evidence from multi-level models," Sport Management Review, Taylor & Francis Journals, vol. 16(1), pages 54-67, January.
  • Handle: RePEc:taf:rsmrxx:v:16:y:2013:i:1:p:54-67
    DOI: 10.1016/j.smr.2012.05.001
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    1. Simona Rasciute & Paul Downward, 2010. "Health or Happiness? What Is the Impact of Physical Activity on the Individual?," Kyklos, Wiley Blackwell, vol. 63(2), pages 256-270, May.
    2. Christoph Breuer, 2006. "Sportpartizipation in Deutschland: ein demo-ökonomisches Modell," Discussion Papers of DIW Berlin 575, DIW Berlin, German Institute for Economic Research.
    3. Lisa Farrell & Michael A. Shields, 2002. "Investigating the economic and demographic determinants of sporting participation in England," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(2), pages 335-348, June.
    4. Brad R. Humphreys & Jane E. Ruseski, 2015. "The Economic Choice of Participation and Time Spent in Physical Activity and Sport in Canada," International Journal of Sport Finance, Fitness Information Technology, vol. 10(2), pages 138-159, May.
    5. van Lenthe, F. J. & Brug, J. & Mackenbach, J. P., 2005. "Neighbourhood inequalities in physical inactivity: the role of neighbourhood attractiveness, proximity to local facilities and safety in the Netherlands," Social Science & Medicine, Elsevier, vol. 60(4), pages 763-775, February.
    6. Nazmi Sari, 2009. "Physical inactivity and its impact on healthcare utilization," Health Economics, John Wiley & Sons, Ltd., vol. 18(8), pages 885-901, August.
    7. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    8. Wicker, Pamela & Breuer, Christoph & Pawlowski, Tim, 2010. "Are sports club members big spenders?: Findings from sport specific analyses in Germany," Sport Management Review, Elsevier, vol. 13(3), pages 214-224, August.
    9. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    10. Brad R. Humphreys & Jane E. Ruseski, 2007. "Participation In Physical Activity And Government Spending On Parks And Recreation," Contemporary Economic Policy, Western Economic Association International, vol. 25(4), pages 538-552, October.
    11. Paul Downward & Joseph Riordan, 2007. "Social Interactions And The Demand For Sport: An Economic Analysis," Contemporary Economic Policy, Western Economic Association International, vol. 25(4), pages 518-537, October.
    12. Berger, Ida E. & O'Reilly, Norman & Parent, Milena M. & Séguin, Benoit & Hernandez, Tony, 2008. "Determinants of Sport Participation Among Canadian Adolescents," Sport Management Review, Elsevier, vol. 11(3), pages 277-307, November.
    13. Paul Downward, 2007. "Exploring the Economic Choice to Participate in Sport: Results from the 2002 General Household Survey," International Review of Applied Economics, Taylor & Francis Journals, vol. 21(5), pages 633-653.
    14. Pamela Wicker & Christoph Breuer & Tim Pawlowski, 2010. "Are sports club members big spenders?," Sport Management Review, Taylor & Francis Journals, vol. 13(3), pages 214-224, July.
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