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Productivity Effects of Air Pollution: Evidence from Professional Soccer

Author

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  • Lichter, Andreas

    (Heinrich Heine University Düsseldorf)

  • Pestel, Nico

    (Maastricht University)

  • Sommer, Eric

    (AXA AG)

Abstract

In this paper, we estimate the causal effect of ambient air pollution on individuals' productivity by using panel data on the universe of professional soccer players in Germany over the period 1999-2011. Combining this data with hourly information on the concentration of particulate matter in spatial proximity to each stadium at the time of kickoff, we exploit exogenous variation in the players' exposure to air pollution due to match scheduling rules that are beyond the control of teams and players. Our analysis shows negative and non-linear effects of air pollution on short-run productivity. We further find that the effect increases with age and is stronger in case players face an additional physical burden.

Suggested Citation

  • Lichter, Andreas & Pestel, Nico & Sommer, Eric, 2015. "Productivity Effects of Air Pollution: Evidence from Professional Soccer," IZA Discussion Papers 8964, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp8964
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    1. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    2. Joshua Graff Zivin & Matthew Neidell, 2013. "Environment, Health, and Human Capital," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 689-730, September.
    3. Adam Isen & Maya Rossin-Slater & W. Reed Walker, 2017. "Every Breath You Take—Every Dollar You’ll Make: The Long-Term Consequences of the Clean Air Act of 1970," Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 848-902.
    4. Olivier Deschenes & Michael Greenstone & Joseph S. Shapiro, 2012. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program and Ozone Reductions," NBER Working Papers 18267, National Bureau of Economic Research, Inc.
    5. Athalie Redwood-Brown, 2008. "Passing patterns before and after goal scoring in FA Premier League Soccer," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 8(3), pages 172-182, November.
    6. Achyuta Adhvaryu & Namrata Kala & Anant Nyshadham, 2020. "The Light and the Heat: Productivity Co-Benefits of Energy-Saving Technology," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 779-792, October.
    7. Jennifer Brown, 2011. "Quitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars," Journal of Political Economy, University of Chicago Press, vol. 119(5), pages 982-1013.
    8. 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.
    9. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    10. 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.
    11. Janet Currie & Lucas Davis & Michael Greenstone & Reed Walker, 2015. "Environmental Health Risks and Housing Values: Evidence from 1,600 Toxic Plant Openings and Closings," American Economic Review, American Economic Association, vol. 105(2), pages 678-709, February.
    12. Ziebarth, N. R. & Schmitt, M. & Karlsson, M., 2013. "The short-term population health effects of weather and pollution: implications of climate change," Health, Econometrics and Data Group (HEDG) Working Papers 13/34, HEDG, c/o Department of Economics, University of York.
    13. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 768-809.
    14. Matthew Neidell, 2009. "Information, Avoidance Behavior, and Health: The Effect of Ozone on Asthma Hospitalizations," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    15. Henrik Jacobsen Kleven & Camille Landais & Emmanuel Saez, 2013. "Taxation and International Migration of Superstars: Evidence from the European Football Market," American Economic Review, American Economic Association, vol. 103(5), pages 1892-1924, August.
    16. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    17. Oberstone Joel, 2009. "Differentiating the Top English Premier League Football Clubs from the Rest of the Pack: Identifying the Keys to Success," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 5(3), pages 1-29, July.
    18. Christopher A. Parsons & Johan Sulaeman & Michael C. Yates & Daniel S. Hamermesh, 2011. "Strike Three: Discrimination, Incentives, and Evaluation," American Economic Review, American Economic Association, vol. 101(4), pages 1410-1435, June.
    19. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    20. Currie, Janet & Neidell, Matthew & Schmieder, Johannes F., 2009. "Air pollution and infant health: Lessons from New Jersey," Journal of Health Economics, Elsevier, vol. 28(3), pages 688-703, May.
    21. 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.
    22. Janet Currie & Reed Walker, 2011. "Traffic Congestion and Infant Health: Evidence from E-ZPass," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 65-90, January.
    23. Janke, Katharina, 2014. "Air pollution, avoidance behaviour and children's respiratory health: Evidence from England," Journal of Health Economics, Elsevier, vol. 38(C), pages 23-42.
    24. Rosenqvist, Olof & Skans, Oskar Nordström, 2015. "Confidence enhanced performance? – The causal effects of success on future performance in professional golf tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 281-295.
    25. Jiaxiu He & Haoming Liu & Alberto Salvo, 2019. "Severe Air Pollution and Labor Productivity: Evidence from Industrial Towns in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 173-201, January.
    26. Adriana Lleras-Muney, 2010. "The Needs of the Army: Using Compulsory Relocation in the Military to Estimate the Effect of Air Pollutants on Children’s Health," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    27. Janet Currie & Eric A. Hanushek & E. Megan Kahn & Matthew Neidell & Steven G. Rivkin, 2009. "Does Pollution Increase School Absences?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 682-694, November.
    28. Luechinger, Simon, 2014. "Air pollution and infant mortality: A natural experiment from power plant desulfurization," Journal of Health Economics, Elsevier, vol. 37(C), pages 219-231.
    29. Lawrence M. Kahn, 2000. "The Sports Business as a Labor Market Laboratory," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 75-94, Summer.
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    More about this item

    Keywords

    soccer; productivity; air pollution; sports data; Germany;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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