Types and Frequencies of Physical Activity Associated with Physical Fitness in Chinese Children and Adolescents: A National Cross-Sectional Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Sample Information
2.2. Survey on Participation in Different Types of Physical Activities
2.2.1. Days of MVPA
2.2.2. Days of Muscle-Strengthening Exercises
2.2.3. Days of OSPA
2.2.4. Active Play (Outdoor PA)
2.2.5. Active Transportation
2.2.6. Sedentary Behavior
2.3. Physical Fitness
2.4. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
PA | Physical activity |
MVPA | Moderate-to-vigorous physical activity |
OSPA | Organized sports and physical activity |
OPA | Outdoor physical activity |
MSEs | Muscle-strengthening exercises |
BMI | Body Mass Index |
VIF | Variance inflation factor |
References
- WHO. Highlights High Cost of Physical Inactivity in First-Ever Global Report. Available online: https://www.who.int/news/item/19-10-2022-who-highlights-high-cost-of-physical-inactivity-in-first-ever-global-report (accessed on 6 September 2024).
- Global Action Plan for the Prevention and Control of Noncommunicable Diseases 2013–2020. Available online: https://www.who.int/publications/i/item/9789241506236 (accessed on 6 September 2024).
- Wassenaar, T.M.; Wheatley, C.M.; Beale, N.; Nichols, T.; Salvan, P.; Meaney, A.; Atherton, K.; Diaz-Ordaz, K.; Dawes, H.; Johansen-Berg, H. The Effect of a One-Year Vigorous Physical Activity Intervention on Fitness, Cognitive Performance and Mental Health in Young Adolescents: The Fit to Study Cluster Randomised Controlled Trial. Int. J. Behav. Nutr. Phys. Act. 2021, 18, 47. [Google Scholar] [CrossRef]
- Felin Fochesatto, C.; Brand, C.; Menezes, F.; Cristi-Montero, C.; Araujo Gaya, A.C.; Leite, N.; Reis Gaya, A. Sedentary Time Play a Moderator Role in the Relationship between Physical Fitness and Brain-Derived Neurotrophic Factor in Children: A Pilot Study. J. Exerc. Sci. Fit. 2023, 21, 119–124. [Google Scholar] [CrossRef]
- Poitras, V.J.; Gray, C.E.; Borghese, M.M.; Carson, V.; Chaput, J.-P.; Janssen, I.; Katzmarzyk, P.T.; Pate, R.R.; Gorber, S.C.; Kho, M.E.; et al. Systematic Review of the Relationships between Objectively Measured Physical Activity and Health Indicators in School-Aged Children and Youth1. Appl. Physiol. Nutr. Metab. 2016, 41, S197–S239. [Google Scholar] [CrossRef] [PubMed]
- Hallal, P.C.; Victora, C.G.; Azevedo, M.R.; Wells, J.C.K. Adolescent Physical Activity and Health: A Systematic Review. Sports Med. 2006, 36, 1019–1030. [Google Scholar] [CrossRef]
- Lubans, D.; Richards, J.; Hillman, C.; Faulkner, G.; Beauchamp, M.; Nilsson, M.; Kelly, P.; Smith, J.; Raine, L.; Biddle, S. Physical Activity for Cognitive and Mental Health in Youth: A Systematic Review of Mechanisms. Pediatrics 2016, 138, e20161642. [Google Scholar] [CrossRef] [PubMed]
- Hesketh, K.D.; Booth, V.; Cleland, V.; Gomersall, S.R.; Olds, T.; Reece, L.; Ridgers, N.D.; Straker, L.; Stylianou, M.; Tomkinson, G.R.; et al. Results from the Australian 2022 Report Card on Physical Activity for Children and Young People. J. Exerc. Sci. Fit. 2023, 21, 83–87. [Google Scholar] [CrossRef]
- Lee, E.-Y.; Shih, A.-C.; Collins, M.; Kim, Y.-B.; Nader, P.A.; Bhawra, J.; Katapally, T.R.; Tanaka, C.; Saonuam, P.; Katewongsa, P.; et al. Report Card Grades on Physical Activity for Children and Adolescents from 18 Asian Countries: Patterns, Trends, Gaps, and Future Recommendations. J. Exerc. Sci. Fit. 2023, 21, 34–44. [Google Scholar] [CrossRef]
- Liu, Y.; Ke, Y.; Liang, Y.; Zhu, Z.; Cao, Z.; Zhuang, J.; Cai, Y.; Wang, L.; Chen, P.; Tang, Y. Results from the China 2022 Report Card on Physical Activity for Children and Adolescents. J. Exerc. Sci. Fit. 2023, 21, 1–5. [Google Scholar] [CrossRef] [PubMed]
- Aubert, S.; Barnes, J.D.; Demchenko, I.; Hawthorne, M.; Abdeta, C.; Abi Nader, P.; Adsuar Sala, J.C.; Aguilar-Farias, N.; Aznar, S.; Bakalár, P.; et al. Global Matrix 4.0 Physical Activity Report Card Grades for Children and Adolescents: Results and Analyses from 57 Countries. J. Phys. Act. Health 2022, 19, 700–728. [Google Scholar] [CrossRef]
- Chen, P.; Wang, D.; Shen, H.; Yu, L.; Gao, Q.; Mao, L.; Jiang, F.; Luo, Y.; Xie, M.; Zhang, Y.; et al. Physical Activity and Health in Chinese Children and Adolescents: Expert Consensus Statement (2020). Br. J. Sports Med. 2020, 54, 1321–1331. [Google Scholar] [CrossRef]
- Lu, C.; Stolk, R.P.; Sauer, P.J.J.; Sijtsma, A.; Wiersma, R.; Huang, G.; Corpeleijn, E. Factors of Physical Activity among Chinese Children and Adolescents: A Systematic Review. Int. J. Behav. Nutr. Phys. Act. 2017, 14, 36. [Google Scholar] [CrossRef] [PubMed]
- Guo, M.M.; Koh, K.T.; Wang, X.Z. Trends of Physical Activity and Recreational Screen Time among Chinese Children and Adolescents: A National Study from 2017 to 2019. BMC Public Health 2024, 24, 1305. [Google Scholar] [CrossRef] [PubMed]
- Xi, Y.; Waiyi, L.A.; Russell, J.; Cheng, Y.S.; Hua, Z.W. Physical Activity and Sedentary Behaviors among Chinese Children: Recent Trends and Correlates. BES 2021, 34, 425–438. [Google Scholar] [CrossRef]
- Notice from the Ministry of Education and Five Other Departments on Conducting the 2019 National Survey on Students’ Physical Fitness and Health, and the Review and Verification of the National Standards for Students’ Physical Fitness and Health-Government Portal of the Ministry of Education of the People’s Republic of China. Available online: http://www.moe.gov.cn/srcsite/A17/moe_943/moe_946/201907/t20190724_392121.html (accessed on 20 October 2024).
- Liu, Y.; Tang, Y.; Cao, Z.-B.; Zhuang, J.; Zhu, Z.; Wu, X.-P.; Wang, L.-J.; Cai, Y.-J.; Zhang, J.-L.; Chen, P.-J. Results from China’s 2018 Report Card on Physical Activity for Children and Youth. J. Phys. Act. Health 2018, 15, S333–S334. [Google Scholar] [CrossRef]
- Liu, Y.; Wang, M.; Tynjälä, J.; Lv, Y.; Villberg, J.; Zhang, Z.; Kannas, L. Test-Retest Reliability of Selected Items of Health Behaviour in School-Aged Children (HBSC) Survey Questionnaire in Beijing, China. BMC Med. Res. Methodol. 2010, 10, 73. [Google Scholar] [CrossRef]
- Roth, S.E.; Gill, M.; Chan-Golston, A.M.; Rice, L.N.; Crespi, C.M.; Koniak-Griffin, D.; Cole, B.L.; Upchurch, D.M.; Prelip, M.L. Physical Activity Correlates in Middle School Adolescents: Perceived Benefits and Barriers and Their Determinants. J. Sch. Nurs. 2019, 35, 348–358. [Google Scholar] [CrossRef]
- Wang, H.; Du, H.; Guan, Y.; Zhong, J.; Li, N.; Pan, J.; Yu, M. Association Between Frequency of Muscle-Strengthening Exercise and Depression Symptoms Among Middle and High School Students: Cross-Sectional Survey Study. JMIR Public Health Surveill. 2024, 10, e50996. [Google Scholar] [CrossRef]
- Evenson, K.R.; Neelon, B.; Ball, S.C.; Vaughn, A.; Ward, D.S. Validity and Reliability of a School Travel Survey. J. Phys. Act. Health 2008, 5 (Suppl. 1), S1–S15. [Google Scholar] [CrossRef]
- Jurak, G.; Soric, M.; Sember, V.; Djuric, S.; Starc, G.; Kovac, M.; Leskosek, B. Associations of Mode and Distance of Commuting to School with Cardiorespiratory Fitness in Slovenian Schoolchildren: A Nationwide Cross-Sectional Study. BMC Public Health 2021, 21, 291. [Google Scholar] [CrossRef] [PubMed]
- Zhu, Z.; Yang, Y.; Kong, Z.; Zhang, Y.; Zhuang, J. Prevalence of Physical Fitness in Chinese School-Aged Children: Findings from the 2016 Physical Activity and Fitness in China—The Youth Study. J. Sport Health Sci. 2017, 6, 395–403. [Google Scholar] [CrossRef]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd ed.; Routledge: New York, NY, USA, 1988; ISBN 978-0-203-77158-7. [Google Scholar]
- Guthold, R.; Stevens, G.A.; Riley, L.M.; Bull, F.C. Global Trends in Insufficient Physical Activity among Adolescents: A Pooled Analysis of 298 Population-Based Surveys with 1·6 Million Participants. Lancet Child Adolesc. Health 2020, 4, 23–35. [Google Scholar] [CrossRef] [PubMed]
- Zhao, W.; Li, K. Physical Activity Guidelines for Chinese (2021). Chin. J. Prev. Med. 2022, 43, 5–6. [Google Scholar] [CrossRef]
- Department of Physical Health and Arts Education Ministry of Education. The Results of the Eighth National Survey on Students’ Physical Fitness and Health Have Been Released. Chin. J. Sch. Health 2021, 42, 1281–1282. [Google Scholar] [CrossRef]
- Dumith, S.C.; Gigante, D.P.; Domingues, M.R.; Kohl, H.W. Physical Activity Change during Adolescence: A Systematic Review and a Pooled Analysis. Int. J. Epidemiol. 2011, 40, 685–698. [Google Scholar] [CrossRef]
- The General Office of the Ministry of Education’s Notice on the Issuance of the “Guidelines for the Reform of Physical Education and Health Teaching (Trial)”-Ministry of Education of the People’s Republic of China Government Portal. Available online: http://www.moe.gov.cn/srcsite/A17/moe_938/s3273/202107/t20210721_545885.html (accessed on 11 September 2024).
- The Compulsory Education Law-Ministry of Education of the People’s Republic of China Government Portal. Available online: http://www.moe.gov.cn/jyb_xwfb/xw_zt/moe_357/s3579/moe_1286/moe_1294/tnull_18176.html (accessed on 11 September 2024).
- Chen, W.; Hammond-Bennett, A.; Hypnar, A.; Mason, S. Health-Related Physical Fitness and Physical Activity in Elementary School Students. BMC Public Health 2018, 18, 195. [Google Scholar] [CrossRef]
- Lu, Z.; Mao, C.; Tan, Y.; Zhang, X.; Li, Z.; Zhang, L.; Zhu, W.; Sun, Y. Trends in Physical Fitness and Nutritional Status among School-Aged Children and Adolescents during the COVID-19 Pandemic in Shaanxi, China—A Cross-Sectional Study. Nutrients 2022, 14, 3016. [Google Scholar] [CrossRef]
- Morrow, J.R.; Tucker, J.S.; Jackson, A.W.; Martin, S.B.; Greenleaf, C.A.; Petrie, T.A. Meeting Physical Activity Guidelines and Health-Related Fitness in Youth. Am. J. Prev. Med. 2013, 44, 439–444. [Google Scholar] [CrossRef]
- Bennie, J.A.; Shakespear-Druery, J.; De Cocker, K. Muscle-Strengthening Exercise Epidemiology: A New Frontier in Chronic Disease Prevention. Sports Med.-Open 2020, 6, 40. [Google Scholar] [CrossRef] [PubMed]
- Bennie, J.A.; Pedisic, Z.; van Uffelen, J.G.Z.; Gale, J.; Banting, L.K.; Vergeer, I.; Stamatakis, E.; Bauman, A.E.; Biddle, S.J.H. The Descriptive Epidemiology of Total Physical Activity, Muscle-Strengthening Exercises and Sedentary Behaviour among Australian Adults–Results from the National Nutrition and Physical Activity Survey. BMC Public Health 2016, 16, 73. [Google Scholar] [CrossRef] [PubMed]
- Ostergaard, L.; Kolle, E.; Steene-Johannessen, J.; Anderssen, S.A.; Andersen, L.B. Cross Sectional Analysis of the Association between Mode of School Transportation and Physical Fitness in Children and Adolescents. Int. J. Behav. Nutr. Phys. Act. 2013, 10, 91. [Google Scholar] [CrossRef] [PubMed]
- Villa-González, E.; Ruiz, J.R.; Chillón, P. Associations between Active Commuting to School and Health-Related Physical Fitness in Spanish School-Aged Children: A Cross-Sectional Study. Int. J. Environ. Res. Public Health 2015, 12, 10362–10373. [Google Scholar] [CrossRef]
- Wolfe, A.M.; Lee, J.A.; Laurson, K.R. Socioeconomic Status and Physical Fitness in Youth: Findings from the NHANES National Youth Fitness Survey. J. Sports Sci. 2020, 38, 534–541. [Google Scholar] [CrossRef]
- Zhang, X.; Martinez-Donate, A.P. Socioeconomic Status and Youth Physical Fitness: Evidence From an Upper-Middle Income Country. J. Pediatr. 2017, 185, 14–16. [Google Scholar] [CrossRef]
- Biswas, A.; Oh, P.I.; Faulkner, G.E.; Bajaj, R.R.; Silver, M.A.; Mitchell, M.S.; Alter, D.A. Sedentary Time and Its Association with Risk for Disease Incidence, Mortality, and Hospitalization in Adults: A Systematic Review and Meta-Analysis. Ann. Intern. Med. 2015, 162, 123–132. [Google Scholar] [CrossRef]
- Hidding, L.M.; Altenburg, T.M.; Mokkink, L.B.; Terwee, C.B.; Chinapaw, M.J.M. Systematic Review of Childhood Sedentary Behavior Questionnaires: What Do We Know and What Is Next? Sports Med. 2017, 47, 677–699. [Google Scholar] [CrossRef] [PubMed]
- Skrede, T.; Steene-Johannessen, J.; Anderssen, S.A.; Resaland, G.K.; Ekelund, U. The Prospective Association between Objectively Measured Sedentary Time, Moderate-to-Vigorous Physical Activity and Cardiometabolic Risk Factors in Youth: A Systematic Review and Meta-Analysis. Obes. Rev. 2019, 20, 55–74. [Google Scholar] [CrossRef]
- Silveira, E.A.; Mendonça, C.R.; Delpino, F.M.; Elias Souza, G.V.; Pereira de Souza Rosa, L.; de Oliveira, C.; Noll, M. Sedentary Behavior, Physical Inactivity, Abdominal Obesity and Obesity in Adults and Older Adults: A Systematic Review and Meta-Analysis. Clin. Nutr. ESPEN 2022, 50, 63–73. [Google Scholar] [CrossRef] [PubMed]
- Jones, A.; Armstrong, B.; Weaver, R.G.; Parker, H.; von Klinggraeff, L.; Beets, M.W. Identifying Effective Intervention Strategies to Reduce Children’s Screen Time: A Systematic Review and Meta-Analysis. Int. J. Behav. Nutr. Phys. Act. 2021, 18, 126. [Google Scholar] [CrossRef]
- Herrmann, D.; Buck, C.; Sioen, I.; Kouride, Y.; Marild, S.; Molnár, D.; Mouratidou, T.; Pitsiladis, Y.; Russo, P.; Veidebaum, T.; et al. Impact of Physical Activity, Sedentary Behaviour and Muscle Strength on Bone Stiffness in 2–10-Year-Old Children-Cross-Sectional Results from the IDEFICS Study. Int. J. Behav. Nutr. Phys. Act. 2015, 12, 112. [Google Scholar] [CrossRef]
- Kuzik, N.; da Costa, B.G.G.; Hwang, Y.; Verswijveren, S.J.J.M.; Rollo, S.; Tremblay, M.S.; Bélanger, S.; Carson, V.; Davis, M.; Hornby, S.; et al. School-Related Sedentary Behaviours and Indicators of Health and Well-Being among Children and Youth: A Systematic Review. Int. J. Behav. Nutr. Phys. Act. 2022, 19, 40. [Google Scholar] [CrossRef]
- Dong, X.; Ding, L.; Zhang, R.; Ding, M.; Wang, B.; Yi, X. Physical Activity, Screen-Based Sedentary Behavior and Physical Fitness in Chinese Adolescents: A Cross-Sectional Study. Front. Pediatr. 2021, 9, 722079. [Google Scholar] [CrossRef] [PubMed]
- Chastin, S.F.M.; Palarea-Albaladejo, J.; Dontje, M.L.; Skelton, D.A. Combined Effects of Time Spent in Physical Activity, Sedentary Behaviors and Sleep on Obesity and Cardio-Metabolic Health Markers: A Novel Compositional Data Analysis Approach. PLoS ONE 2015, 10, e0139984. [Google Scholar] [CrossRef] [PubMed]
- Martinez-Gomez, D.; Ortega, F.B.; Ruiz, J.R.; Vicente-Rodriguez, G.; Veiga, O.L.; Widhalm, K.; Manios, Y.; Béghin, L.; Valtueña, J.; Kafatos, A.; et al. Excessive Sedentary Time and Low Cardiorespiratory Fitness in European Adolescents: The HELENA Study. Arch. Dis. Child 2011, 96, 240–246. [Google Scholar] [CrossRef] [PubMed]
Grades | Test Indicators | Weighting (%) |
---|---|---|
Grades from Primary to High School | BMI | 15 |
Vital capacity | 15 | |
50 m sprint | 20 | |
Grade 4 of Primary School | Sit and reach | 20 |
One minute of rope-skipping. | 20 | |
One minute of sit-ups | 10 | |
Grades 5 and 6 of Primary School | Sit and reach | 10 |
One minute of rope-skipping. | 10 | |
One minute of sit-ups | 20 | |
50 m × 8 shuttles run | 10 | |
Grades from Middle School to High School | Sit and reach | 10 |
Standing long jump | 10 | |
Pull-ups(boys)/One minute of sit-ups(girls) | 10 | |
1000 m and 800 m run | 20 |
Total n (%) | Age/y Mean ± SD | Primary School n (%) | Middle School n (%) | High School n (%) | Urban n (%) | Rural n (%) | |
---|---|---|---|---|---|---|---|
Boys | 60,555 (58.8) | 13.5 (3.0) | 20,496 (47.9) | 19,399 (57.2) | 20,660 (78.6) | 31,511 (60.2) | 29,044 (57.4) |
Girls | 42,387 (41.2) | 12.0 (2.3) | 22,276 (52.1) | 14,496 (42.8) | 5615 (21.4) | 20,849 (49.8) | 21,538 (42,6) |
Total | 102,942 | 12.9 (2.8) | 42,772 (41.6) | 33,895 (32.9) | 26,275 (25.5) | 52,360 (50.9) | 50,582 (49.1) |
Total (%) | Primary School (%) | Middle School (%) | High School (%) | Boys (%) | Girls (%) | Urban (%) | Rural (%) | |
---|---|---|---|---|---|---|---|---|
MVPA/d | Cramer’s V = 0.069 ** | Cramer’s V = 0.051 ** | Cramer’s V = 0.017 ** | |||||
0 | 76.7 | 72.4 | 79.7 | 80.0 | 74.9 | 79.3 | 76.1 | 77.4 |
1–2 | 12.7 | 15.5 | 10.8 | 11.0 | 13.7 | 11.4 | 13.2 | 12.4 |
3–4 | 3.1 | 3.6 | 2.8 | 2.3 | 3.2 | 2.7 | 3.1 | 3.1 |
5–6 | 4.1 | 4.0 | 4.2 | 4.2 | 4.5 | 3.5 | 4.2 | 4.1 |
7 | 3.4 | 4.5 | 2.5 | 2.6 | 3.7 | 2.9 | 3.6 | 3.2 |
MSE/d | Cramer’s V = 0.098 ** | Cramer’s V = 0.062 ** | Cramer’s V = 0.059 ** | |||||
0 | 24.7 | 21.7 | 21.9 | 33.2 | 24.5 | 25 | 23.5 | 26 |
1 | 18.2 | 17.7 | 18.3 | 19.0 | 17.3 | 19.5 | 17.5 | 25.7 |
2 | 21.3 | 20.9 | 21.9 | 21.3 | 20.7 | 22.2 | 20.9 | 21.8 |
3 | 15.5 | 16.5 | 17.5 | 11.2 | 15.3 | 15.7 | 15.8 | 15.2 |
4 | 6.7 | 7.9 | 6.8 | 4.6 | 6.9 | 6.4 | 7.4 | 6 |
>5 | 13.5 | 15.3 | 13.6 | 10.7 | 15.2 | 11.2 | 15 | 12 |
OSPA/d | Cramer’s V = 0.276 ** | Cramer’s V = 0.094 ** | Cramer’s V = 0.057 ** | |||||
0 | 4.3 | 3.6 | 3.2 | 6.9 | 5.0 | 3.4 | 3.5 | 5.2 |
1–2 | 36.5 | 21.0 | 34.9 | 63.9 | 39.8 | 32.0 | 35.0 | 38.0 |
3–4 | 45.9 | 54.8 | 51.2 | 24.3 | 43.2 | 49.7 | 48.0 | 43.6 |
5–6 | 12.6 | 19.3 | 10.2 | 4.6 | 11.5 | 14.1 | 12.6 | 12.4 |
7 | 0.8 | 1.3 | 0.5 | 0.3 | 0.7 | 0.9 | 0.8 | 0.7 |
OPA/d | Cramer’s V = 0.044 ** | Cramer’s V = 0.039 ** | Cramer’s V = 0.033 ** | |||||
0 | 81.1 | 78.7 | 81.7 | 84.0 | 79.8 | 82.8 | 80.1 | 82.0 |
1–2 | 11.4 | 12.3 | 11.4 | 10.0 | 12.3 | 10.1 | 11.6 | 11.2 |
3–4 | 0.9 | 0.9 | 0.9 | 0.8 | 0.9 | 0.7 | 0.9 | 0.9 |
5–6 | 3.4 | 3.9 | 3.1 | 3.1 | 3.6 | 3.3 | 3.8 | 3.1 |
>7 | 3.2 | 4.2 | 2.9 | 2.2 | 3.3 | 3.1 | 3.7 | 2.8 |
Total (%) | Primary School (%) | Middle School (%) | High School (%) | Boys (%) | Girls (%) | Urban (%) | Rural (%) | |
---|---|---|---|---|---|---|---|---|
Active transportation | Cramer’s V = 0.209 ** | Cramer’s V = 0.113 ** | Cramer’s V = 0.063 ** | |||||
Walk | 44.9 | 53.8 | 41.1 | 35.2 | Walk | 44.9 | 53.8 | 41.1 |
Bike | 12.5 | 4.5 | 17.6 | 18.8 | Bike | 12.5 | 4.5 | 17.6 |
Mass Transit | 19.5 | 12 | 21.6 | 29 | Mass Transit | 19.5 | 12 | 21.6 |
Private Car | 23.1 | 29.6 | 19.7 | 17 | Private Car | 23.1 | 29.6 | 19.7 |
Sedentary behavior/h | Cramer’s V = 0.055 ** | Cramer’s V = 0.032 ** | Cramer’s V = 0.050 ** | |||||
0 | 4.7 | 5.3 | 4.5 | 4. | 4.8 | 4.5 | 4.5 | 4.9 |
0–1 | 80.8 | 82.6 | 79.7 | 79.2 | 79.8 | 82.1 | 81.7 | 79.8 |
1–3 | 11.1 | 8.8 | 12.7 | 12.7 | 11.6 | 10.3 | 11.2 | 11.0 |
3–5 | 1.1 | 1.2 | 1.3 | 0.8 | 1.2 | 1. | 0.9 | 1.3 |
5–7 | 0.2 | 0.3 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 |
>7 | 2.1 | 1.9 | 1.7 | 3.1 | 2.4 | 1.8 | 1.5 | 2.8 |
Excellence rate | Cramer’s V = 0.129 ** | Cramer’s V = 0.007 ** | Cramer’s V = 0.004 ** | |||||
Excellent | 18.6 | 23.9 | 17.4 | 11.4 | 18.3 | 18.9 | 18.7 | 18.4 |
Non-excellent | 81.4 | 76.1 | 82.6 | 88.6 | 81.7 | 81.1 | 81.3 | 81.6 |
OR | CI_Low | CI_High | |
---|---|---|---|
MVPA/d | |||
0 | 1.00 | 1.00 | 1.00 |
1–2 | 1.20 | 1.09 | 1.31 |
3–4 | 1.31 | 1.11 | 1.56 |
5–6 | 1.52 | 1.34 | 1.71 |
7 | 1.36 | 1.13 | 1.64 |
For Each Level Increase | 1.11 | 1.08 | 1.16 |
MSE/d | |||
0 | 1.00 | 1.00 | 1.00 |
1 | 1.10 | 1.01 | 1.19 |
2 | 1.31 | 1.20 | 1.42 |
3 | 1.65 | 1.49 | 1.81 |
4 | 2.03 | 1.82 | 2.25 |
>5 | 2.57 | 2.29 | 2.89 |
For Each Level Increase | 1.21 | 1.19 | 1.24 |
OSPA/d | |||
0 | 1.00 | 1.00 | 1.00 |
1–2 | 1.06 | 0.88 | 1.28 |
3–4 | 1.41 | 1.16 | 1.72 |
5–6 | 1.71 | 1.34 | 2.18 |
7 | 1.29 | 0.96 | 1.75 |
For Each Level Increase | 1.23 | 1.15 | 1.32 |
OPA/d | |||
0 | 1.00 | 1.00 | 1.00 |
1–2 | 1.16 | 1.07 | 1.26 |
3–4 | 1.01 | 0.77 | 1.33 |
5–6 | 1.25 | 1.06 | 1.49 |
7 | 1.35 | 1.12 | 1.62 |
For Each Level Increase | 1.08 | 1.04 | 1.13 |
Active Transportation | |||
Walk | 1.00 | 1.00 | 1.00 |
Bike | 1.05 | 0.95 | 1.17 |
Mass Transit | 0.97 | 0.89 | 1.06 |
Private Car | 1.13 | 1.03 | 1.25 |
For Each Level Increase | 1.03 | 1.00 | 1.06 |
Sedentary Behavior/h | |||
0 | 1.00 | 1.00 | 1.00 |
0–1 | 0.89 | 0.74 | 1.07 |
1–3 | 0.91 | 0.75 | 1.10 |
3–5 | 0.81 | 0.67 | 0.99 |
5–7 | 0.80 | 0.61 | 1.05 |
>7 | 0.47 | 0.18 | 1.20 |
For Each Level Increase | 0.95 | 0.91 | 0.99 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Wei, L.; Li, Z.; Sun, Y. Types and Frequencies of Physical Activity Associated with Physical Fitness in Chinese Children and Adolescents: A National Cross-Sectional Study. Healthcare 2025, 13, 2400. https://doi.org/10.3390/healthcare13192400
Wei L, Li Z, Sun Y. Types and Frequencies of Physical Activity Associated with Physical Fitness in Chinese Children and Adolescents: A National Cross-Sectional Study. Healthcare. 2025; 13(19):2400. https://doi.org/10.3390/healthcare13192400
Chicago/Turabian StyleWei, Linjie, Zhe Li, and Yuliang Sun. 2025. "Types and Frequencies of Physical Activity Associated with Physical Fitness in Chinese Children and Adolescents: A National Cross-Sectional Study" Healthcare 13, no. 19: 2400. https://doi.org/10.3390/healthcare13192400
APA StyleWei, L., Li, Z., & Sun, Y. (2025). Types and Frequencies of Physical Activity Associated with Physical Fitness in Chinese Children and Adolescents: A National Cross-Sectional Study. Healthcare, 13(19), 2400. https://doi.org/10.3390/healthcare13192400