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Air pollution and individual productivity: Evidence from the Ironman Triathlon results

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  • Naidenova, Iuliia
  • Parshakov, Petr
  • Suvorov, Sergei

Abstract

The study considers how air quality affects the productivity of physically intensive labor. Namely, we analyze the athletes of the Ironman Triathlon, one of the toughest long-distance triathlon races in the world. Moreover, in this competition, both men and women, professional and amateur athletes, can participate. We consider the results of Ironman Triathlon from 2005 to 2019. Using athlete's finishing time as a dependent variable, we estimate the impact of concentrations of two main air pollutants, O3 and PM2.5. We found triathletes performance decrements in swimming due to high ozone concentration and in bicycle riding and running due to high level of PM2.5. We have also found that professional athletes are less sensitive to air pollution, whereas there is almost no gender difference in the impact of air pollution on athletes’ productivity.

Suggested Citation

  • Naidenova, Iuliia & Parshakov, Petr & Suvorov, Sergei, 2022. "Air pollution and individual productivity: Evidence from the Ironman Triathlon results," Economics & Human Biology, Elsevier, vol. 47(C).
  • Handle: RePEc:eee:ehbiol:v:47:y:2022:i:c:s1570677x22000557
    DOI: 10.1016/j.ehb.2022.101159
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    References listed on IDEAS

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    1. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    2. Jamie T. Mullins, 2018. "Ambient air pollution and human performance: Contemporaneous and acclimatization effects of ozone exposure on athletic performance," Health Economics, John Wiley & Sons, Ltd., vol. 27(8), pages 1189-1200, August.
    3. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
    4. Wang, Chunchao & Lin, Qianqian & Qiu, Yun, 2022. "Productivity loss amid invisible pollution," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    5. Matthew Neidell & Nico Pestel, 2023. "Air pollution and worker productivity," IZA World of Labor, Institute of Labor Economics (IZA), pages 363-363, February.
    6. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    7. 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.
    8. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    9. Mengmeng Guo & Shihe Fu, 2019. "Running With a Mask? The Effect of Air Pollution on Marathon Runners’ Performance," Journal of Sports Economics, , vol. 20(7), pages 903-928, October.
    10. Tom Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2016. "Particulate Pollution and the Productivity of Pear Packers," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 141-169, August.
    11. 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.
    12. Joel Maxcy & Pamela Wicker & Joachim Prinz, 2019. "Happiness as a Reward for Torture: Is Participation in a Long-Distance Triathlon a Rational Choice?," Journal of Sports Economics, , vol. 20(2), pages 177-197, February.
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    More about this item

    Keywords

    Air quality; Air pollution; Individual productivity; Ironman Triathlon;
    All these keywords.

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • I10 - Health, Education, and Welfare - - Health - - - General
    • Z2 - Other Special Topics - - Sports Economics

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