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The Impact of Sporting Events on Air Pollution: An Empirical Examination of National Football League Games

Author

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  • Nicholas Watanabe

    (Department of Sport and Entertainment Management, University of South Carolina, Columbia, SC 29208, USA
    College of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar)

  • Grace Yan

    (Department of Sport and Entertainment Management, University of South Carolina, Columbia, SC 29208, USA)

  • Christopher McLeod

    (Department of Sport Management, University of Florida, Gainesville, FL 32611, USA)

Abstract

(1) Background: Prior research has found that large-scale sporting events may potentially impose negative consequences on the environment, thus impeding the sustainability goals of the sport industry. Along these lines, the current study extends the literature by examining the impact that National Football League (NFL) games have on local-area air pollution. (2) Methods: Air Quality Index (AQI) data measuring six major forms of air pollution were gathered from air monitors positioned close to NFL stadiums and matched with the number of attendees at games. From this, multiple regression analysis was utilized to estimate whether the number of fans was related to changes in air pollution. (3) Results: The regression models found that Ozone and Nitrogen Dioxide levels increased as more individuals attended NFL games. Additional robustness checks and falsification tests suggest that the average NFL event results in an approximately two-percent increase in Ozone levels. (4) Conclusions: The findings from this study contribute to the literature by providing evidence that highly attended sporting events increase pollution levels in the areas near stadiums. Thus, governments and sport organizations should consider low-emission methods to get fans to travel to games in order to reduce their environmental impact.

Suggested Citation

  • Nicholas Watanabe & Grace Yan & Christopher McLeod, 2023. "The Impact of Sporting Events on Air Pollution: An Empirical Examination of National Football League Games," Sustainability, MDPI, vol. 15(6), pages 1-13, March.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:6:p:5568-:d:1104037
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    References listed on IDEAS

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    1. Greene, William, 2011. "Fixed Effects Vector Decomposition: A Magical Solution to the Problem of Time-Invariant Variables in Fixed Effects Models?," Political Analysis, Cambridge University Press, vol. 19(2), pages 135-146, April.
    2. Sheranne Fairley & Lisa Ruhanen & Hannah Lovegrove, 2015. "On frozen ponds: The impact of climate change on hosting pond hockey tournaments," Sport Management Review, Taylor & Francis Journals, vol. 18(4), pages 618-626, October.
    3. Chris Chard & Cheryl Mallen, 2012. "Examining the linkages between automobile use and carbon impacts of community-based ice hockey," Sport Management Review, Taylor & Francis Journals, vol. 15(4), pages 476-484, October.
    4. Stephen L. Locke, 2019. "Estimating The Impact Of Major League Baseball Games On Local Air Pollution," Contemporary Economic Policy, Western Economic Association International, vol. 37(2), pages 236-244, April.
    5. Kyle S. Bunds & Christopher M. McLeod & Martin Barrett & Joshua I. Newman & Joerg Koenigstorfer, 2019. "The Object-Oriented Politics of Stadium Sustainability: A Case Study of SC Freiburg," Sustainability, MDPI, vol. 11(23), pages 1-17, November.
    6. James Archsmith & Anthony Heyes & Soodeh Saberian, 2018. "Air Quality and Error Quantity: Pollution and Performance in a High-Skilled, Quality-Focused Occupation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 827-863.
    7. Phillips, Pamm & Turner, Paul, 2014. "Water management in sport," Sport Management Review, Elsevier, vol. 17(3), pages 376-389.
    8. Daniela Dias & Oxana Tchepel, 2018. "Spatial and Temporal Dynamics in Air Pollution Exposure Assessment," IJERPH, MDPI, vol. 15(3), pages 1-23, March.
    9. Pamm Phillips & Paul Turner, 2014. "Water management in sport," Sport Management Review, Taylor & Francis Journals, vol. 17(3), pages 376-389, July.
    10. Fairley, Sheranne & Ruhanen, Lisa & Lovegrove, Hannah, 2015. "On frozen ponds: The impact of climate change on hosting pond hockey tournaments," Sport Management Review, Elsevier, vol. 18(4), pages 618-626.
    11. Chard, Chris & Mallen, Cheryl, 2012. "Examining the linkages between automobile use and carbon impacts of community-based ice hockey," Sport Management Review, Elsevier, vol. 15(4), pages 476-484.
    12. Stavros Triantafyllidis & Robert J. Ries & Kyriaki (Kiki) Kaplanidou, 2018. "Carbon Dioxide Emissions of Spectators’ Transportation in Collegiate Sporting Events: Comparing On-Campus and Off-Campus Stadium Locations," Sustainability, MDPI, vol. 10(1), pages 1-18, January.
    13. J. Lelieveld & J. S. Evans & M. Fnais & D. Giannadaki & A. Pozzer, 2015. "The contribution of outdoor air pollution sources to premature mortality on a global scale," Nature, Nature, vol. 525(7569), pages 367-371, September.
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