Prevention of Overweight and Hypertension through Cardiorespiratory Fitness and Extracurricular Sport Participation among South African Schoolchildren
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants and Procedures
2.2. Measures
2.3. Assessment of Children’s Weight Status
2.4. Assessment of BP
2.5. Assessment of Cardiorespiratory Fitness
2.6. Assessment of Exercise and Sport Participation
2.7. Assessment of Covariates
2.8. Statistical Analyses
3. Results
3.1. Descriptive Statistics
3.2. BMI Classification and Sociodemographic Background
3.3. Hypertension Classification and Sociodemographic Background
3.4. Cross-Sectional Associations between Cardiorespiratory Fitness and Sport Participation
3.5. Prospective Associations between Cardiorespiratory Fitness and Sport Participation
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
BMI | ||||||||
Children who were normal weight at baseline … (n = 573) | Children who were underweight at baseline … (n = 35) | Children who were overweight/obese at baseline … (n = 146) | ||||||
N | % | N | % | N | % | |||
… became underweight at post-intervention. | 8 | 1.4 | … were still underweight at post-intervention. | 20 | 57.1 | … became underweight at post-intervention. | 0 | 0.0 |
… were still normal weight at follow-up. | 532 | 92.4 | … became normal weight at post-intervention. | 15 | 42.9 | … became normal weight at post-intervention. | 12 | 8.2 |
… became overweight/obese at post-intervention. | 33 | 5.7 | … became overweight/obese at post-intervention. | 0 | 0.0 | … were still overweight/obese at post-intervention. | 134 | 91.8 |
Systolic blood pressure | ||||||||
Children who were normotensive at baseline … (n = 474) | Children who were pre-hypertensive at baseline … (n = 43) | Children who were hypertensive at baseline … (n = 165) | ||||||
… were still normotensive at post-intervention. | 342 | 72.2 | … became normotensive at post-intervention. | 37 | 86.0 | … became normotensive at post-intervention. | 136 | 82.4 |
… became prehypertensive at post-intervention. | 34 | 7.2 | … were still pre-hypertensive at post-intervention. | 2 | 4.7 | … became prehypertensive at post-intervention. | 8 | 9.7 |
… became hypertensive at post-intervention. | 98 | 20.6 | … became hypertensive at post-intervention. | 4 | 9.3 | … were still hypertensive at post-intervention. | 21 | 12.7 |
Diastolic blood pressure | ||||||||
Children who were normotensive at baseline … (n = 456) | Children who were pre-hypertensive at baseline … (n = 49) | Children who were hypertensive at baseline … (n = 176) | ||||||
… were still normotensive at post-intervention. | 306 | 67.1 | … became normotensive at post-intervention. | 37 | 74.0 | … became normotensive at post-intervention. | 127 | 72.1 |
… became prehypertensive at post-intervention. | 34 | 7.5 | … were still pre-hypertensive at post-intervention. | 6 | 14.0 | … became prehypertensive at post-intervention. | 9 | 5.1 |
… became hypertensive at post-intervention. | 116 | 25.4 | … became hypertensive at post-intervention. | 6 | 12.0 | … were still hypertensive at post-intervention. | 40 | 22.7 |
Systolic and diastolic blood pressure (combined index) | ||||||||
Children who were normotensive at baseline … (n = 583) | Children who were hypertensive at baseline … (n = 99) | |||||||
… were still normotensive at follow-up. | 520 | 89.2 | … became normotensive at post-intervention. | 91 | 91.9 | |||
… became hypertensive at post-intervention. | 63 | 10.8 | … were still hypertensive at post-intervention. | 8 | 8.1 |
Appendix B
Risk of Being Classified as … | … Overweight/Obese a (n = 160 of 853 Children; 18.8%) | … Hypertensive a (n = 114 of 842 Children; 13.5%) | ||
Exp(B) | 95% CI for Exp(B) | Exp(B) | 95% CI for Exp(B) | |
Cardiorespiratory fitness | 0.85 *** | (0.80 to 0.89) | 0.98 | (0.93 to 1.03) |
Exercise/sport participation | 0.85 *** | (0.79 to 0.93) | 0.83 *** | (0.76 to 0.91) |
Model 2: Controlled for social and demographic background a | ||||
Exp(B) | 95% CI for Exp(B) | Exp(B) | 95% CI for Exp(B) | |
Cardiorespiratory fitness | 0.79 *** | (0.74 to 0.84) | 0.97 | (0.92 to 1.02) |
Exercise/sport participation | 0.85 *** | (0.79 to 0.92) | 0.83 *** | (0.76 to 0.90) |
Age | 0.50 *** | (0.39 to 0.63) | 0.80 | (0.63 to 1.01 |
Gender (boys = reference) | 0.61 *** | (0.41 to 0.93) | 0.87 | (0.55 to 1.38) |
Socioeconomic status | 1.16 *** | (1.04 to 1.29) | 0.91 * | (0.83 to 0.99) |
Appendix C
Risk of Being Classified as … | … Overweight/Obese at Post-Intervention a,c (n = 36 of 611 Children; 5.9%) | … Hypertensive at Post-Intervention b,c (n = 63 of 583 Children; 10.8%) | ||
Exp(B) | 95% CI for Exp(B) | Exp(B) | 95% CI for Exp(B) | |
Cardiorespiratory fitness (baseline) | 0.77 *** | (0.68 to 0.88) | 1.04 | (0.97 to 1.11) |
Cardiorespiratory fitness (change) | 0.87 * | (0.77 to 0.98) | 1.00 | (0.93 to 1.08) |
Exercise/sport participation (baseline) | 0.95 | (0.74 to 1.22) | 0.96 | (0.81 to 1.15) |
Exercise/sport participation (change) | 1.06 | (0.88 to 1.28) | 0.96 | (0.84 to 1.10) |
Model 2: Controlled for social and demographic background c | ||||
Exp(B) | 95% CI for Exp(B) | Exp(B) | 95% CI for Exp(B) | |
Cardiorespiratory fitness (baseline) | 0.74 *** | (0.63 to 0.87) | 1.04 | (0.96 to 1.13) |
Cardiorespiratory fitness (change) | 0.85 * | (0.75 to 0.97) | 1.01 | (0.94 to 1.09) |
Exercise/sport participation (baseline) | 1.00 | (0.18 to 1.29) | 0.95 | (0.79 to 1.14) |
Exercise/sport participation (change) | 1.06 | (0.89 to 1.28) | 0.95 | (0.83 to 1.10) |
Intervention condition (control = reference) | 0.36 * | (0.14 to 0.92) | 1.31 | (0.75 to 2.29) |
Age | 0.63 | (0.40 to 1.08) | 1.12 | (0.81 to 1.54) |
Gender (male = reference) | 1.00 | (0.40 to 2.73) | 0.95 | (0.50 to 1.82) |
Socioeconomic status | 0.98 | (0.81 to 1.19) | 1.09 | (0.94 to 1.26) |
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Social and Demographic Background | M | SD | Min | Max | Skewness | Kurtosis |
Age (years) | 9.5 | 1.0 | 8 | 13 | 0.9 | 1.6 |
Socioeconomic background (0–9) | 7.5 | 2.1 | 0 | 9 | −1.5 | 1.3 |
N | % | |||||
Gender | ||||||
Girls | 413 | 49.8 | ||||
Boys | 416 | 50.2 | ||||
Ethnicity | ||||||
Black African | 509 | 61.8 | ||||
Colored | 315 | 38.2 | ||||
Exercise, sport and fitness | M | SD | Min | Max | Skewness | Kurtosis |
Exercise and sport participation | 3.5 | 2.5 | 0 | 7 | 0.2 | −1.3 |
Cardiorespiratory fitness (VO2max) | 49.1 | 4.3 | 32.2 | 61.9 | 0.3 | 0.1 |
Body mass | M | SD | Min | Max | Skewness | Kurtosis |
Height (cm) | 133.2 | 7.1 | 109.2 | 165.3 | 0.3 | 0.4 |
Weight (kg) | 30.4 | 7.4 | 15.8 | 87.4 | 2.0 | 7.7 |
Body mass index (BMI) (kg/m2) | 17.0 | 3.0 | 11.5 | 41.7 | 2.4 | 10.6 |
BMI-for-age (z-score) | 0.0 | 1.2 | −3.67 | 4.32 | 0.3 | 0.5 |
Blood pressure | ||||||
Systolic blood pressure (mmHg) | 106.6 | 13.4 | 61 | 158 | 0.3 | 0.5 |
Diastolic blood pressure (mmHg) | 67.7 | 10.7 | 36 | 130 | 1.1 | 3.8 |
N | % | |||||
BMI classification | ||||||
Underweight | 38 | 4.5 | ||||
Normal weight | 655 | 76.8 | ||||
Overweight/obese | 160 | 18.8 | ||||
Hypertension classification | ||||||
Normotensive | 728 | 86.5 | ||||
Hypertensive | 114 | 13.5 |
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Nqweniso, S.; Walter, C.; du Randt, R.; Aerts, A.; Adams, L.; Degen, J.; Gall, S.; Gani, Z.; Joubert, N.; Müller, I.; et al. Prevention of Overweight and Hypertension through Cardiorespiratory Fitness and Extracurricular Sport Participation among South African Schoolchildren. Sustainability 2020, 12, 6581. https://doi.org/10.3390/su12166581
Nqweniso S, Walter C, du Randt R, Aerts A, Adams L, Degen J, Gall S, Gani Z, Joubert N, Müller I, et al. Prevention of Overweight and Hypertension through Cardiorespiratory Fitness and Extracurricular Sport Participation among South African Schoolchildren. Sustainability. 2020; 12(16):6581. https://doi.org/10.3390/su12166581
Chicago/Turabian StyleNqweniso, Siphesihle, Cheryl Walter, Rosa du Randt, Ann Aerts, Larissa Adams, Jan Degen, Stefanie Gall, Zaahira Gani, Nandi Joubert, Ivan Müller, and et al. 2020. "Prevention of Overweight and Hypertension through Cardiorespiratory Fitness and Extracurricular Sport Participation among South African Schoolchildren" Sustainability 12, no. 16: 6581. https://doi.org/10.3390/su12166581
APA StyleNqweniso, S., Walter, C., du Randt, R., Aerts, A., Adams, L., Degen, J., Gall, S., Gani, Z., Joubert, N., Müller, I., Smith, D., Seelig, H., Steinmann, P., Probst-Hensch, N., Utzinger, J., Pühse, U., & Gerber, M. (2020). Prevention of Overweight and Hypertension through Cardiorespiratory Fitness and Extracurricular Sport Participation among South African Schoolchildren. Sustainability, 12(16), 6581. https://doi.org/10.3390/su12166581