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Pollution, Health, and the Moderating Role of Physical Activity Opportunities

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  • George B. Cunningham

    (Center for Sport Management Research and Education, Department of Health and Kinesiology, Texas A&M University, College Station, TX 77843-4243, USA)

  • Pamela Wicker

    (Department of Sports Science, Bielefeld University, 33615 Bielefeld, Germany)

  • Brian P. McCullough

    (Center for Sport Management Research and Education, Department of Health and Kinesiology, Texas A&M University, College Station, TX 77843-4243, USA)

Abstract

Air and water pollution have detrimental effects on health, while physical activity opportunities have a positive relationship. The purpose of this study was to explore whether physical activity opportunities moderate the relationships among air and water pollution, and measures of health. Aggregate data were collected at the county level in the United States ( n = 3104). Variables included the mean daily density of fine particle matter (air pollution), reported cases of health-related drinking water violations (water pollution), subjective ratings of poor or fair health (overall health), the number of physically and mentally unhealthy (physical and mental health, respectively), and the percentage of people living in close proximity to a park or recreation facility (access to physical activity). Air and water pollution have a significant positive effect on all measures of residents’ poor health, while physical activity opportunities only have a negative effect on overall health and physical health. Access to physical activity only moderates the relationship between air pollution and all health outcomes. Since physical activity behavior can be more rapidly changed than some causes of pollution, providing the resident population with better access to physical activity can represent an effective tool in environmental health policy.

Suggested Citation

  • George B. Cunningham & Pamela Wicker & Brian P. McCullough, 2020. "Pollution, Health, and the Moderating Role of Physical Activity Opportunities," IJERPH, MDPI, vol. 17(17), pages 1-15, August.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:17:p:6272-:d:405514
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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. Avraham Ebenstein, 2012. "The Consequences of Industrialization: Evidence from Water Pollution and Digestive Cancers in China," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 186-201, February.
    3. Huang, Haifang & Humphreys, Brad R., 2012. "Sports participation and happiness: Evidence from US microdata," Journal of Economic Psychology, Elsevier, vol. 33(4), pages 776-793.
    4. 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.
    5. Johanna Brinkel & Mobarak H. Khan & Alexander Kraemer, 2009. "A Systematic Review of Arsenic Exposure and Its Social and Mental Health Effects with Special Reference to Bangladesh," IJERPH, MDPI, vol. 6(5), pages 1-11, May.
    6. Pamela Wicker & Dennis Coates & Christoph Breuer, 2015. "The effect of a four-week fitness program on satisfaction with health and life," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 60(1), pages 41-47, January.
    7. Jiaojiao Lü & Leichao Liang & Yi Feng & Rena Li & Yu Liu, 2015. "Air Pollution Exposure and Physical Activity in China: Current Knowledge, Public Health Implications, and Future Research Needs," IJERPH, MDPI, vol. 12(11), pages 1-11, November.
    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. George Cunningham & Brian P. McCullough & Shelby Hohensee, 2020. "Physical activity and climate change attitudes," Climatic Change, Springer, vol. 159(1), pages 61-74, March.
    10. Paul Downward & Simona Rasciute, 2011. "Does sport make you happy? An analysis of the well-being derived from sports participation," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(3), pages 331-348.
    11. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    12. 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.
    13. 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.
    14. Jin Liu & Scott Rozelle & Qing Xu & Ning Yu & Tianshu Zhou, 2019. "Social Engagement and Elderly Health in China: Evidence from the China Health and Retirement Longitudinal Survey (CHARLS)," IJERPH, MDPI, vol. 16(2), pages 1-16, January.
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