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Inverted U-Shaped Relationship between Physical Activity and Academic Achievement among Chinese Adolescents: On the Mediating Role of Physical and Mental Health

Author

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  • Tianjiao Wang

    (Institute of Economics of Education, Peking University, Beijing 100871, China)

  • Congbin Guo

    (Institute of Economics of Education, Peking University, Beijing 100871, China)

Abstract

We aimed to clarify the relationship between Chinese adolescents’ physical activity and academic achievement, the mediating role of physical and mental health, and provide a scientific reference for the integration of sports and education. Based on baseline data from the China Education Panel Survey, we conducted a nationwide study of 12,960 adolescents. We used nonlinear models, mediation effect analysis, and other measurement methods. Three significant findings emerged: (1) adolescent physical activity duration and academic achievement showed an inverted U-shaped relationship. Moderate physical activity improves academic achievement. The inverted U-shaped inflection point is about 3.549 h/week; (2) physical activity among the male group has a stronger effect on promoting academic achievement, while the positive effect of physical activity among females is not significant. The difference in effectiveness between urban and rural youth groups is relatively small, but the inflection point of rural youth groups is higher, and (3) the level of physical and mental health effectively mediates the inverted U-shaped influence of youth physical activity on academic achievement. We recommend that governments and schools should implement physical activity appropriately and suggest the feasibility of using physical activity to narrow the growth gap between urban and rural youth.

Suggested Citation

  • Tianjiao Wang & Congbin Guo, 2022. "Inverted U-Shaped Relationship between Physical Activity and Academic Achievement among Chinese Adolescents: On the Mediating Role of Physical and Mental Health," IJERPH, MDPI, vol. 19(8), pages 1-13, April.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:8:p:4678-:d:792705
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    References listed on IDEAS

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    1. Hoyt Bleakley, 2010. "Health, Human Capital, and Development," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 283-310, September.
    2. Ana Barbosa & Stephen Whiting & Philippa Simmonds & Rodrigo Scotini Moreno & Romeu Mendes & João Breda, 2020. "Physical Activity and Academic Achievement: An Umbrella Review," IJERPH, MDPI, vol. 17(16), pages 1-29, August.
    3. Yunxi Tian & Lingfang Liu & Xuhui Wang & Xue Zhang & Yang Zhai & Kai Wang & Jianjun Liu, 2021. "Urban-Rural Differences in Physical Fitness and Out-of-School Physical Activity for Primary School Students: A County-Level Comparison in Western China," IJERPH, MDPI, vol. 18(20), pages 1-17, October.
    4. Laura C. Dapp & Claudia M. Roebers, 2019. "The Mediating Role of Self-Concept between Sports-Related Physical Activity and Mathematical Achievement in Fourth Graders," IJERPH, MDPI, vol. 16(15), pages 1-16, July.
    5. Garst, Barry A. & Bowers, Edmond P. & Stephens, Lauren E., 2020. "A randomized study of CrossFit Kids for fostering fitness and academic outcomes in middle school students," Evaluation and Program Planning, Elsevier, vol. 83(C).
    6. Haiyang Lu & Peng Nie & Alfonso Sousa-Poza, 2021. "The Effect of Parental Educational Expectations on Adolescent Subjective Well-Being and the Moderating Role of Perceived Academic Pressure: Longitudinal Evidence for China," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(1), pages 117-137, February.
    7. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    8. Carlson, S.A. & Fulton, J.E. & Lee, S.M. & Maynard, L.M. & Brown, D.R. & Kohl III, H.W. & Dietz, W.H., 2008. "Physical education and academic achievement in elementary school: Data from the early childhood longitudinal study," American Journal of Public Health, American Public Health Association, vol. 98(4), pages 721-727.
    9. Zheng, Xiaodong & Wang, Chengcheng & Shen, Zheng & Fang, Xiangming, 2020. "Associations of private tutoring with Chinese students’ academic achievement, emotional well-being, and parent-child relationship," Children and Youth Services Review, Elsevier, vol. 112(C).
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