IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i21p4238-d282358.html
   My bibliography  Save this article

Match Performance of Soccer Teams in the Chinese Super League—Effects of Situational and Environmental Factors

Author

Listed:
  • Changjing Zhou

    (Faculty of Physical Activity and Sport Sciences, Polytechnic University of Madrid, Madrid 28040, Spain)

  • William G. Hopkins

    (College of Sport and Exercise Science, Victoria University, Melbourne VIC 8001, Australia)

  • Wanli Mao

    (School of Physical Education & Sports Science, South China Normal University, Guangzhou 510631, China
    National Demonstration Centre for Experimental Sports Science Education, South China Normal University, Guangzhou 510631, China)

  • Alberto L. Calvo

    (Faculty of Physical Activity and Sport Sciences, Polytechnic University of Madrid, Madrid 28040, Spain)

  • Hongyou Liu

    (School of Physical Education & Sports Science, South China Normal University, Guangzhou 510631, China
    National Demonstration Centre for Experimental Sports Science Education, South China Normal University, Guangzhou 510631, China)

Abstract

To investigate the effects of situational factors (match location, strength of team and opponent) and environmental factors (relative air humidity, temperature and air quality index) on the technical and physical match performance of Chinese Soccer Super League teams (CSL). The generalized mixed modelling was employed to determine the effects by using the data of all 240 matches in the season 2015 collected by Amisco Pro ® . Increase in the rank difference would increase the number of goal-scoring related, passing and organizing related actions to a small-to-moderate extent (Effect size [ES]: 0.37–0.99). Match location had small positive effects on goal-scoring related, passing and organizing related variables (ES: 0.27–0.51), while a small negative effect on yellow card (ES = −0.35). Increment in relative air humidity and air quality index would only bring trivial or small effects on all the technical performance (ES: −0.06–0.23). Increase in humidity would decrease the physical performance at a small magnitude (ES: −0.55–−0.38). Teams achieved the highest number in the physical performance-related parameters at the temperature between 11.6 and 15.1 °C. In the CSL, situational variables had major effects on the technical performance but trivial effects on the physical performance, on the contrary, environmental factors affected mainly the physical performance but had only trivial or small impact on the technical performance.

Suggested Citation

  • Changjing Zhou & William G. Hopkins & Wanli Mao & Alberto L. Calvo & Hongyou Liu, 2019. "Match Performance of Soccer Teams in the Chinese Super League—Effects of Situational and Environmental Factors," IJERPH, MDPI, vol. 16(21), pages 1-13, November.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:21:p:4238-:d:282358
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/21/4238/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/16/21/4238/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Hongyou Liu & Qing Yi & Jesús-Vicente Giménez & Miguel-Angel Gómez & Carlos Lago-Peñas, 2015. "Performance profiles of football teams in the UEFA Champions League considering situational efficiency," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 15(1), pages 371-390, March.
    3. Changjing Zhou & Shaoliang Zhang & Alberto Lorenzo Calvo & Yixiong Cui, 2018. "Chinese soccer association super league, 2012–2017: key performance indicators in balance games," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 18(4), pages 645-656, July.
    4. Seckin, Aylin & Pollard, Richard, 2007. "Home advantage in Turkish professional soccer," MPRA Paper 14323, University Library of Munich, Germany, revised 2008.
    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. Elizabeth C. Heintz & Derek P. Scott & Kolby R. Simms & Jeremy J. Foreman, 2022. "Air Quality Is Predictive of Mistakes in Professional Baseball and American Football," IJERPH, MDPI, vol. 20(1), pages 1-11, December.
    2. Pantelis T. Nikolaidis & Beat Knechtle, 2021. "Is It Time for Sports and Health in the Era of Covid-19 Pandemic?," IJERPH, MDPI, vol. 18(2), pages 1-3, January.
    3. Wei, Xiahai & Li, Jianan & Liu, Hongyou & Wan, Jiangtao, 2023. "Temperature and outdoor productivity: Evidence from professional soccer players," Journal of Asian Economics, Elsevier, vol. 87(C).
    4. Zaytseva, I. & Stupin, M., 2023. "The key to the "Moneyball" phenomenon: What are the determinants of the level of effort in absence of fi nancial motivation in professional football?," Journal of the New Economic Association, New Economic Association, vol. 60(3), pages 12-26.

    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. Timothy Halliday & Rachel Inafuku & Lester Lusher & Aureo de Paula, 2022. "VOG: Using volcanic eruptions to estimate the impact of air pollution on student learning outcomes," POID Working Papers 051, Centre for Economic Performance, LSE.
    2. Brox, Enzo & Krieger, Tommy, 2022. "Birthplace diversity and team performance," Labour Economics, Elsevier, vol. 79(C).
    3. Kai Fischer & J. James Reade & W. Benedikt Schmal, 2021. "The Long Shadow of an Infection: COVID-19 and Performance at Work," Economics Discussion Papers em-dp2021-17, Department of Economics, University of Reading.
    4. Picchio, Matteo & van Ours, Jan C., 2024. "The impact of high temperatures on performance in work-related activities," Labour Economics, Elsevier, vol. 87(C).
    5. Olexiy Kyrychenko, 2021. "Environmental Regulations, Air Pollution, and Infant Mortality in India: A Reexamination," CERGE-EI Working Papers wp703, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    6. Dong-Her Shih & Ting-Wei Wu & Wen-Xuan Liu & Po-Yuan Shih, 2019. "An Azure ACES Early Warning System for Air Quality Index Deteriorating," IJERPH, MDPI, vol. 16(23), pages 1-23, November.
    7. Elsner, Benjamin & Wozny, Florian, 2018. "The Human Capital Cost of Radiation: Long-Run Evidence from Exposure Outside the Womb," IZA Discussion Papers 11408, Institute of Labor Economics (IZA).
    8. Fischer Kai, 2022. "Thinning out spectators: Did football matches contribute to the second COVID-19 wave in Germany?," German Economic Review, De Gruyter, vol. 23(4), pages 595-640, December.
    9. Samar Khairy Ghanem, 2018. "The relationship between population and the environment and its impact on sustainable development in Egypt using a multi-equation model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(1), pages 305-342, February.
    10. Malvina Bondy & Sefi Roth & Lutz Sager, 2020. "Crime Is in the Air: The Contemporaneous Relationship between Air Pollution and Crime," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(3), pages 555-585.
    11. Łukasz Warguła & Mateusz Kukla & Piotr Krawiec & Bartosz Wieczorek, 2020. "Reduction in Operating Costs and Environmental Impact Consisting in the Modernization of the Low-Power Cylindrical Wood Chipper Power Unit by Using Alternative Fuel," Energies, MDPI, vol. 13(11), pages 1-16, June.
    12. Felix Holub & Laura Hospido & Ulrich J. Wagner, 2020. "Urban air pollution and sick leaves: evidence from social security data," Working Papers 2041, Banco de España.
    13. Fischer, Kai & Reade, J. James & Schmal, W. Benedikt, 2022. "What cannot be cured must be endured: The long-lasting effect of a COVID-19 infection on workplace productivity," Labour Economics, Elsevier, vol. 79(C).
    14. Eren Aydin & Wolfgang Maennig, 2020. "Das Hamburger Dieselverbot: ein Beispiel für die Schwierigkeit von Politikevaluierung [The Hamburg Diesel Ban — An Example of the Difficulties of Policy Evaluation]," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 100(12), pages 937-944, December.
    15. Alessandro Palma & Inna Petrunyk & Daniela Vuri, 2022. "Prenatal air pollution exposure and neonatal health," Health Economics, John Wiley & Sons, Ltd., vol. 31(5), pages 729-759, May.
    16. 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).
    17. Bellani, Luna & Ceolotto, Stefano & Elsner, Benjamin & Pestel, Nico, 2021. "Air Pollution Affects Decision-Making: Evidence from the Ballot Box," IZA Discussion Papers 14718, Institute of Labor Economics (IZA).
    18. Rivera, Nathaly M., 2017. "The Effectiveness of Temporary Driving Restrictions: Evidence from Air Pollution, Vehicle Flows, and Mass-Transit Users in Santiago," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259182, Agricultural and Applied Economics Association.
    19. Eric Fesselmeyer, 2021. "The impact of temperature on labor quality: Umpire accuracy in Major League Baseball," Southern Economic Journal, John Wiley & Sons, vol. 88(2), pages 545-567, October.
    20. W Walker Hanlon, 2020. "Coal Smoke, City Growth, and the Costs of the Industrial Revolution," The Economic Journal, Royal Economic Society, vol. 130(626), pages 462-488.

    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:gam:jijerp:v:16:y:2019:i:21:p:4238-:d:282358. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.