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High Levels of PM10 Reduce the Physical Activity of Professional Soccer Players

Author

Listed:
  • Michał Zacharko

    (Department of Human Motor Skills, Wroclaw University of Health and Sport Sciences, I.J. Paderewskiego 35, 51-612 Wrocław, Poland)

  • Robert Cichowicz

    (Institute of Environmental Engineering and Building Installations, Faculty of Civil Engineering, Architekture and Environmental Engineering, Lodz University of Technology, Al. Politechniki 6, 90-924 Lodz, Poland)

  • Adam Depta

    (Department of Forecasts and Quantitative Analyses, Faculty of Organization and Management, Institute of Management, Lodz University of Technology, Wolczanska Street 221, 93-005 Lodz, Poland
    Department of Medical Insurance and Health Care Financing, Medical University of Lodz, Lindleya 6, 90-131 Lodz, Poland)

  • Paweł Chmura

    (Department of Team Games, Wroclaw University of Health and Sport Sciences, I.J. Paderewskiego 35, 51-612 Wrocław, Poland)

  • Marek Konefał

    (Department of Human Motor Skills, Wroclaw University of Health and Sport Sciences, I.J. Paderewskiego 35, 51-612 Wrocław, Poland)

Abstract

The aim of this study is to determine the impact of air quality, analyzed on the basis of the PM10 parameter in three regions of Poland, on the physical activity of soccer players from the Polish Ekstraklasa. The study material consisted of 4294 individual match observations of 362 players during the 2019/2020 domestic season. The measured indices included the parameter of air quality—PM10—and players’ physical activities: total distance (TD) and high-speed running (HSR). Poland was divided into three regions (North, Central, South). The statistical analysis of particulate matter (PM) and athletes’ physical activities, compared by region, revealed the effects in relation to the PM10 (H = 215.6566(2); p = 0.0001) and TD (H = 28.2682(2); p = 0.0001). Players performed better in regards to physical parameters in the North Region, where air pollution is significantly lower than in other regions. This means that even a short stay in more polluted regions can reduce the performance of professional footballers, which can indirectly affect the outcome of the match. Therefore, greater actions should be taken to improve air quality, especially through changes in daily physical activity, as this will reduce the carbon footprint.

Suggested Citation

  • Michał Zacharko & Robert Cichowicz & Adam Depta & Paweł Chmura & Marek Konefał, 2022. "High Levels of PM10 Reduce the Physical Activity of Professional Soccer Players," IJERPH, MDPI, vol. 20(1), pages 1-9, December.
  • Handle: RePEc:gam:jijerp:v:20:y:2022:i:1:p:692-:d:1020499
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    References listed on IDEAS

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    1. Welsch, Heinz, 2007. "Environmental welfare analysis: A life satisfaction approach," Ecological Economics, Elsevier, vol. 62(3-4), pages 544-551, May.
    2. Jennifer D Roberts & Jameson D Voss & Brandon Knight, 2014. "The Association of Ambient Air Pollution and Physical Inactivity in the United States," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-10, March.
    3. Lichter, Andreas & Pestel, Nico & Sommer, Eric, 2017. "Productivity effects of air pollution: Evidence from professional soccer," Labour Economics, Elsevier, vol. 48(C), pages 54-66.
    4. Toni Modric & Sime Versic & Damir Sekulic & Silvester Liposek, 2019. "Analysis of the Association between Running Performance and Game Performance Indicators in Professional Soccer Players," IJERPH, MDPI, vol. 16(20), pages 1-13, October.
    5. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    6. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    7. Henryk Duda & Łukasz Rydzik & Wojciech Czarny & Wiesław Błach & Karol Görner & Tadeusz Ambroży, 2020. "Reaction of the Organisms of Young Football Players to City Smog in the Sports Training," IJERPH, MDPI, vol. 17(15), pages 1-11, July.
    8. Paul Downward & Peter Dawson, 2016. "Is it Pleasure or Health from Leisure that We Benefit from Most? An Analysis of Well-Being Alternatives and Implications for Policy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(1), pages 443-465, March.
    9. Brad R. Humphreys & Logan McLeod & Jane E. Ruseski, 2014. "Physical Activity And Health Outcomes: Evidence From Canada," Health Economics, John Wiley & Sons, Ltd., vol. 23(1), pages 33-54, January.
    10. Dolan, Paul & Peasgood, Tessa & White, Mathew, 2008. "Do we really know what makes us happy A review of the economic literature on the factors associated with subjective well-being," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 94-122, February.
    11. Michał Zacharko & Robert Cichowicz & Marcin Andrzejewski & Paweł Chmura & Edward Kowalczuk & Jan Chmura & Marek Konefał, 2021. "Air Pollutants Reduce the Physical Activity of Professional Soccer Players," IJERPH, MDPI, vol. 18(24), pages 1-10, December.
    12. Nikola Zaric & Velibor Spalevic & Nikola Bulatovic & Nikola Pavlicevic & Branislav Dudic, 2021. "Measurement of Air Pollution Parameters in Montenegro Using the Ecomar System," IJERPH, MDPI, vol. 18(12), pages 1-21, June.
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