IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v122y2023ics0095069623001043.html
   My bibliography  Save this article

Air pollution kills competition: Evidence from eSports

Author

Listed:
  • Mo, Jiawei
  • Wu, Zenan
  • Yuan, Ye

Abstract

This article investigates how environmental adversity affects competitive performance in cognitive-intensive settings. Using a comprehensive dataset of professional eSports tournaments and match-hour variation of fine particulate matters, we find robust evidence that pollution kills competition. Specifically, higher air pollution levels diminish the performance and winning odds of the weaker team in a matchup while boosting that of the stronger team, widening the gap between them. We document two operating channels: (i) pollution leads to heterogeneous performance-reducing effects contingent on a team’s relative strength against their opponent, rather than its absolute competitiveness; and (ii) a weaker team adjusts their strategic decision-making differently in a polluted environment compared to their stronger counterparts. Our findings elucidate the distributional impact of environmental adversity and underscore its influence on strategic decision-making.

Suggested Citation

  • Mo, Jiawei & Wu, Zenan & Yuan, Ye, 2023. "Air pollution kills competition: Evidence from eSports," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
  • Handle: RePEc:eee:jeeman:v:122:y:2023:i:c:s0095069623001043
    DOI: 10.1016/j.jeem.2023.102886
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0095069623001043
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeem.2023.102886?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Benny Moldovanu & Aner Sela, 2008. "The Optimal Allocation of Prizes in Contests," Springer Books, in: Roger D. Congleton & Arye L. Hillman & Kai A. Konrad (ed.), 40 Years of Research on Rent Seeking 1, pages 615-631, Springer.
    2. Koichiro Ito & Shuang Zhang, 2020. "Willingness to Pay for Clean Air: Evidence from Air Purifier Markets in China," Journal of Political Economy, University of Chicago Press, vol. 128(5), pages 1627-1672.
    3. Avraham Ebenstein & Victor Lavy & Sefi Roth, 2016. "The Long-Run Economic Consequences of High-Stakes Examinations: Evidence from Transitory Variation in Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 36-65, October.
    4. Moldovanu, Benny & Sela, Aner, 2006. "Contest architecture," Journal of Economic Theory, Elsevier, vol. 126(1), pages 70-96, January.
    5. 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.
    6. Benny Moldovanu & Aner Sela & Xianwen Shi, 2007. "Contests for Status," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 338-363.
    7. Michael Greenstone & Guojun He & Shanjun Li & Eric Yongchen Zou, 2021. "China’s War on Pollution: Evidence from the First 5 Years," Review of Environmental Economics and Policy, University of Chicago Press, vol. 15(2), pages 281-299.
    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. Kevin J. Boudreau & Karim R. Lakhani & Michael Menietti, 2016. "Performance responses to competition across skill levels in rank-order tournaments: field evidence and implications for tournament design," RAND Journal of Economics, RAND Corporation, vol. 47(1), pages 140-165, February.
    10. 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.
    11. La Nauze, Andrea & Severnini, Edson R., 2021. "Air Pollution and Adult Cognition: Evidence from Brain Training," IZA Discussion Papers 14353, Institute of Labor Economics (IZA).
    12. Zhang, Junjie & Mu, Quan, 2018. "Air pollution and defensive expenditures: Evidence from particulate-filtering facemasks," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 517-536.
    13. 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.
    14. Liwen Vaughan & Yue Chen, 2015. "Data mining from web search queries: A comparison of google trends and baidu index," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(1), pages 13-22, January.
    15. Dixit, Avinash K, 1987. "Strategic Behavior in Contests," American Economic Review, American Economic Association, vol. 77(5), pages 891-898, December.
    16. 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.
    17. 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.
    18. Olivier Deschênes & Michael Greenstone, 2011. "Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 152-185, October.
    19. Yu Qin & Jing Wu & Rongjie Zhang, 2022. "Can Professional Football Players Adapt to Air Pollution? Evidence From China," Journal of Sports Economics, , vol. 23(3), pages 277-300, April.
    20. Graff Zivin, Joshua & Liu, Tong & Song, Yingquan & Tang, Qu & Zhang, Peng, 2020. "The unintended impacts of agricultural fires: Human capital in China," Journal of Development Economics, Elsevier, vol. 147(C).
    21. Achyuta Adhvaryu & Namrata Kala & Anant Nyshadham, 2022. "Management and Shocks to Worker Productivity," Journal of Political Economy, University of Chicago Press, vol. 130(1), pages 1-47.
    22. Michael Greenstone & Guojun He & Shanjun Li & Eric Zou, 2021. "China’s War on Pollution: Evidence from the First Five Years," NBER Working Papers 28467, National Bureau of Economic Research, Inc.
    23. Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021. "Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts," Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
    24. Helen Berry & Kathryn Bowen & Tord Kjellstrom, 2010. "Climate change and mental health: a causal pathways framework," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 55(2), pages 123-132, April.
    25. Panle Jia Barwick & Shanjun Li & Liguo Lin & Eric Zou, 2019. "From Fog to Smog: the Value of Pollution Information," NBER Working Papers 26541, National Bureau of Economic Research, Inc.
    26. 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.
    27. Haoming Liu & Jingfeng Lu & Alberto Salvo, 2023. "Willingness to fight on: Environmental quality in dynamic contests," RAND Journal of Economics, RAND Corporation, vol. 54(2), pages 189-239, June.
    28. David A. Malueg & Andrew J. Yates, 2010. "Testing Contest Theory: Evidence from Best-of-Three Tennis Matches," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 689-692, August.
    29. 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.
    30. R. Jisung Park, 2022. "Hot Temperature and High-Stakes Performance," Journal of Human Resources, University of Wisconsin Press, vol. 57(2), pages 400-434.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Qian Zhang & Linlin Sun & Jian Xu, 2024. "Can the sports industry foster the transition to net-zero and green growth?," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-16, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Yao, Yao & Li, Xue & Smyth, Russell & Zhang, Lin, 2022. "Air pollution and political trust in local government: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    3. Clara Kögel, 2022. "The impact of air pollution on labour productivity in France," Documents de travail du Centre d'Economie de la Sorbonne 22020, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    4. He, Guojun & Liu, Tong & Zhou, Maigeng, 2020. "Straw burning, PM2.5, and death: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    5. Kuang, Yunming & Tan, Ruipeng & Zhang, Zihan, 2023. "Saving energy by cleaning the air?: Endogenous energy efficiency and energy conservation potential," Energy Economics, Elsevier, vol. 126(C).
    6. Zhenyu Yao & Wei Zhang & Xinde Ji & Weizhe Weng, 2023. "Short-Term Exposure to Air Pollution and Cognitive Performance: New Evidence from China’s College English Test," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(1), pages 211-237, May.
    7. Felix Bracht & Dennis Verhoeven, 2021. "Air pollution and innovation," CEP Discussion Papers dp1817, Centre for Economic Performance, LSE.
    8. Cui, Jingbo & Huang, Shaoqing & Wang, Chunhua, 2023. "The impact of air quality on innovation activities in China," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    9. Haoming Liu & Jingfeng Lu & Alberto Salvo, 2023. "Willingness to fight on: Environmental quality in dynamic contests," RAND Journal of Economics, RAND Corporation, vol. 54(2), pages 189-239, June.
    10. Tiago Cavalcanti & Kamiar Mohaddes & Hongyu Nian & Haitao Yin, 2023. "Air pollution and firm-level human capital, knowledge and innovation," Working Papers EPRG2301, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    11. Wang, Chunchao & Lin, Qianqian & Qiu, Yun, 2022. "Productivity loss amid invisible pollution," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    12. Borgschulte, Mark & Molitor, David & Zou, Eric Yongchen, 2022. "Air Pollution and the Labor Market: Evidence from Wildfire Smoke," IZA Discussion Papers 15373, Institute of Labor Economics (IZA).
    13. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    14. Qi He & Xinde (James) Ji, 2021. "The Labor Productivity Consequences of Exposure to Particulate Matters: Evidence from a Chinese National Panel Survey," IJERPH, MDPI, vol. 18(23), pages 1-22, December.
    15. Luis Sarmiento & Adam Nowakowski, 2023. "Court Decisions and Air Pollution: Evidence from Ten Million Penal Cases in India," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(3), pages 605-644, November.
    16. Yu SHEN & Wenkai SUN, 2023. "Information and avoidance behaviour: The effect of air pollution disclosure on labour supply in China," International Labour Review, International Labour Organization, vol. 162(4), pages 665-686, December.
    17. Liu, Haoming & Salvo, Alberto, 2017. "Severe Air Pollution and School Absences: Longitudinal Data on Expatriates in North China," IZA Discussion Papers 11134, Institute of Labor Economics (IZA).
    18. Timothy J Halliday & Rachel Inafuku & Lester Lusher & Áureo de Paula, 2022. "VOG: Using Volcanic Eruptions to Estimate the Impact of Air Pollution on Student Learning Outcomes," IFS Working Papers W22/47, Institute for Fiscal Studies.
    19. Cook, Nikolai & Heyes, Anthony, 2022. "Pollution pictures: Psychological exposure to pollution impacts worker productivity in a large-scale field experiment," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
    20. Michelle Marcus, 2021. "Pollution at schools and children's aerobic capacity," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3016-3031, December.

    More about this item

    Keywords

    Air pollution; Competition; Strategic interaction;
    All these keywords.

    JEL classification:

    • 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
    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jeeman:v:122:y:2023:i:c:s0095069623001043. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.