The Most Active Child Is Not Always the Fittest: Physical Activity and Fitness Are Weakly Correlated
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Procedures
2.2.1. Physical Activity Questionnaire for Older Children (PAQ-C)
2.2.2. Anthropometric Parameters
2.2.3. Handgrip Strength
2.2.4. Balance
2.2.5. Low-Back Flexibility
2.2.6. Cardiorespiratory Fitness
2.2.7. Lower-Limb Muscle Power
2.2.8. Lower-Limb Peak Force
2.2.9. Sprint Ability
2.3. Statistical Analysis
3. Results
4. Discussion
5. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Overall (n = 329) | Gender | ||
---|---|---|---|
Male (n = 174) | Female (n = 155) | ||
Age (years) | 9.4 (9.3–9.4) | 9.4 (9.3–9.5) | 9.4 (9.3–9.5) |
BMI (kg m−1) | 18.2 (17.8–18.5) | 18.5 (18.1–19.0) | 17.8 (17.3–18.3) |
PAQ-C (AU) | 2.80 (2.09–3.51) | 2.82 (1.83–3.82) | 2.78 (2.67–2.88) |
Handgrip (kg) | 15.7 (15.2–16.2) | 16.5 (15.8–17.3) | 14.7 (14.2–15.3) |
Leg Stance (s) | 42.1 (38.2–46.0) | 38.6 (33.2–44.0) | 46.0 (40.3–51.7) |
Sit-and-reach (cm) | 22 (21–23) | 20 (19 -21) | 24 (23–25) |
Shuttle-run (m) | 532 (504–560) | 570 (528–613) | 489 (454–523) |
Long-jump (cm) | 116 (114–118) | 120 (117–123) | 112 (109–115) |
Peak-Force-CMJ (N) | 574.3 (554.7–593.8) | 565.2 (537.7–592.6) | 583.8 (55.7–611.9) |
Sprint (s) | 4.31 (4.27–4.35) | 4.25 (4.20–4.31) | 4.37 (4.31–4.43) |
Handgrip | Single-Leg-Stance | Sit-and-Reach | Shuttle-Run | Long-Jump | Peak-Force-CMJ | Sprint | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
B (SE) | Partial R2 (95% CI) | B (SE) | Partial R2 (95% CI) | B (SE) | Partial R2 (95% CI) | B (SE) | Partial R2 (95% CI) | B (SE) | Partial R2 (95% CI) | B (SE) | Partial R2 (95% CI) | B (SE) | Partial R2 (95% CI) | |
PAQ-C | 0.25 (0.25) | 0.03 (0.00, 0.14) | 0.17 (2.30) | 0.13 (0.00, 0.21) | 1.86 (0.58) | 0.14 ** (0.01, 0.21) | 66.82 (17.88) | 0.08 *** (0.01, 0.14) | 6.00 (1.42) | 0.13 *** (0.08, 0.22) | −6.82 (12.31) | 0.13 (0.00, 0.23) | −0.09 (0.03) | 0.10 *** (0.06, 0.20) |
Gender | 0.96 (0.31) | 0.05 ** (0.00, 0.16) | −5.57 (2.76) | 0.14 * (0.04, 0.22) | −4.71 (0.67) | 0.23 *** (0.11, 0.29) | 86.10 (21.32) | 0.08 *** (0.01, 0.14) | 8.92 (1.71) | 0.14 *** (0.09, 0.23) | −2.20 (0.92) | 0.14 ** (0.05, 0.24) | −0.13 (0.03) | 0.10 *** (0.06, 0.20) |
Age | 1.61 (0.34) | 0.11 *** (0.03, 0.22) | 10.27 (3.82) | 0.17 ** (0.08, 0.26) | −1.24 (0.95 **) | 0.11 ** (0.01, 0.19) | 5.57 (2.27) | 0.09 * (0.02, 0.15) | 5.57 (2.27) | 0.11 * (0.07, 0.20) | 42.36 (17.87) | 0.11 * (0.02, 0.21) | −0.17 (0.04) | 0.15 *** (0.11, 0.24) |
BMI | 0.37 (0.05) | 0.15 *** (0.06, 0.25) | −1.76 (0.45) | 0.18 *** (0.09, 0.26) | 0.08 (0.11) | 0.10 (0.00, 0.19) | −35.22 (3.44) | 0.28 *** (0.22, 0.33) | −1.82 (0.28) | 0.19 *** (0.15, 0.28) | 22.46 (2.48) | 0.19 *** (0.11, 0.28) | 0.04 (0.01) | 0.23 *** (0.18, 0.32) |
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Lupo, C.; De Pasquale, P.; Boccia, G.; Ungureanu, A.N.; Moisè, P.; Mulasso, A.; Brustio, P.R. The Most Active Child Is Not Always the Fittest: Physical Activity and Fitness Are Weakly Correlated. Sports 2023, 11, 3. https://doi.org/10.3390/sports11010003
Lupo C, De Pasquale P, Boccia G, Ungureanu AN, Moisè P, Mulasso A, Brustio PR. The Most Active Child Is Not Always the Fittest: Physical Activity and Fitness Are Weakly Correlated. Sports. 2023; 11(1):3. https://doi.org/10.3390/sports11010003
Chicago/Turabian StyleLupo, Corrado, Paolo De Pasquale, Gennaro Boccia, Alexandru Nicolae Ungureanu, Paolo Moisè, Anna Mulasso, and Paolo Riccardo Brustio. 2023. "The Most Active Child Is Not Always the Fittest: Physical Activity and Fitness Are Weakly Correlated" Sports 11, no. 1: 3. https://doi.org/10.3390/sports11010003
APA StyleLupo, C., De Pasquale, P., Boccia, G., Ungureanu, A. N., Moisè, P., Mulasso, A., & Brustio, P. R. (2023). The Most Active Child Is Not Always the Fittest: Physical Activity and Fitness Are Weakly Correlated. Sports, 11(1), 3. https://doi.org/10.3390/sports11010003