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Are Sports Champions Also Anti-Epidemic Heroes? Quantitative Research on the Influence of Sports Champions’ Demonstration Effect on the COVID-19 Epidemic in China

Author

Listed:
  • Junpei Huang

    (School of Economics and Management, Tongji University, Shanghai 200092, China
    These authors contributed equally to this work.)

  • Shanlang Lin

    (School of Economics and Management, Tongji University, Shanghai 200092, China
    These authors contributed equally to this work.)

  • Xiaoli Hu

    (International College of Football, Tongji University, Shanghai 200092, China)

  • Ruofei Lin

    (School of Economics and Management, Tongji University, Shanghai 200092, China)

Abstract

What kind of role do sports champions play in the COVID-19 epidemic? Do they contribute to the mitigation of the epidemic by some pathway? In this paper, we empirically explore the influence and mechanism of the demonstration effect of sports champions upon the COVID-19 epidemic using COVID-19-related dataset of prefecture-level cities in China from 1 January 2020 to 17 March 2020. The two-way fixed effect model of econometrics is applied to estimate the result, the instrumental variable approach is adopted to address potential endogeneity issues, and socio-economic factors including public health measures, residents’ self-protection awareness, effective distance from Wuhan are also taken into consideration. The results show that the demonstration effect of champions in major sporting events increases the participation in physical exercise, which in turn reduces the possibility of being infected with the epidemic. An increase of one gold medal results in a 0.93% increase in the sports population, then leads to a 3.58% decrease in the cumulative case growth rate ( p < 0.01). Further, we find that the effect is greater in regions with developed economies and abundant sports resources. Interestingly, it is greater in regions with less attention to sports, which again confirms the role of the demonstration effect.

Suggested Citation

  • Junpei Huang & Shanlang Lin & Xiaoli Hu & Ruofei Lin, 2022. "Are Sports Champions Also Anti-Epidemic Heroes? Quantitative Research on the Influence of Sports Champions’ Demonstration Effect on the COVID-19 Epidemic in China," IJERPH, MDPI, vol. 19(4), pages 1-18, February.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:4:p:2438-:d:753884
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    References listed on IDEAS

    as
    1. Douglas P. Hannah & Ron Tidhar & Kathleen M. Eisenhardt, 2021. "Analytic models in strategy, organizations, and management research: A guide for consumers," Strategic Management Journal, Wiley Blackwell, vol. 42(2), pages 329-360, February.
    2. Ma, Lin & Tang, Yang, 2020. "Geography, trade, and internal migration in China," Journal of Urban Economics, Elsevier, vol. 115(C).
    3. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    4. Yao Zhang & Haoyu Zhang & Xindong Ma & Qian Di, 2020. "Mental Health Problems during the COVID-19 Pandemics and the Mitigation Effects of Exercise: A Longitudinal Study of College Students in China," IJERPH, MDPI, vol. 17(10), pages 1-16, May.
    5. Wicker, Pamela & Hallmann, Kirstin & Breuer, Christoph, 2013. "Analyzing the impact of sport infrastructure on sport participation using geo-coded data: Evidence from multi-level models," Sport Management Review, Elsevier, vol. 16(1), pages 54-67.
    6. repec:use:tkiwps:332 is not listed on IDEAS
    7. Bo Pu & Lu Zhang & Zhiwei Tang & Yanjun Qiu, 2020. "The Relationship between Health Consciousness and Home-Based Exercise in China during the COVID-19 Pandemic," IJERPH, MDPI, vol. 17(16), pages 1-18, August.
    8. Wicker, Pamela & Breuer, Christoph & Pawlowski, Tim, 2010. "Are sports club members big spenders?: Findings from sport specific analyses in Germany," Sport Management Review, Elsevier, vol. 13(3), pages 214-224, August.
    9. Ken McCormick, 1983. "Duesenberry and Veblen: The Demonstration Effect Revisited," Journal of Economic Issues, Taylor & Francis Journals, vol. 17(4), pages 1125-1129, December.
    10. David S. Lyle, 2007. "Estimating and Interpreting Peer and Role Model Effects from Randomly Assigned Social Groups at West Point," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 289-299, May.
    11. Małgorzata Bronikowska & Jana Krzysztoszek & Marlena Łopatka & Mateusz Ludwiczak & Beata Pluta, 2021. "Comparison of Physical Activity Levels in Youths before and during a Pandemic Lockdown," IJERPH, MDPI, vol. 18(10), pages 1-13, May.
    12. Du, Zhili & Lin, Boqiang, 2019. "Changes in automobile energy consumption during urbanization: Evidence from 279 cities in China," Energy Policy, Elsevier, vol. 132(C), pages 309-317.
    13. Pamela Wicker & Christoph Breuer & Tim Pawlowski, 2010. "Are sports club members big spenders?," Sport Management Review, Taylor & Francis Journals, vol. 13(3), pages 214-224, July.
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    Cited by:

    1. Ruofei Lin & Xiaoli Hu & Shijun Chen & Junpei Huang, 2022. "Sports Participation and Anti-Epidemic: Empirical Evidence on the Influence of Regular Physical Activity on the COVID-19 Pandemic in Mainland China," IJERPH, MDPI, vol. 19(17), pages 1-13, August.

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