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. 2020 Jan;9(1):90-95.
doi: 10.1016/j.jshs.2019.05.001. Epub 2019 May 9.

Modeling the dose-response rate/associations between VO2max and self-reported Physical Activity Questionnaire in children and adolescents

Alan M Nevill  1 , Michael J Duncan  2 , Gavin Sandercock  3
Affiliations

Modeling the dose-response rate/associations between VO2max and self-reported Physical Activity Questionnaire in children and adolescents

Alan M Nevill et al. J Sport Health Sci. 2020 Jan.

Abstract

Background: This study sought to explore the dose-response rate/association between aerobic fitness (VO2max) and self-reported physical activity (PA) and to assess whether this association varies by sex, age, and weight status.

Methods: VO2max was assessed using the 20-m shuttle-run test. PA was assessed using the Physical Activity Questionnaire (PAQ) for Adolescents (aged >11 years, PAQ-A) or for Children (aged ≤11 years, PAQ-C). The associations between VO2max and PAQ were analyzed using analysis of covariance (ANCOVA), adopting PAQ and PAQ2 as covariates but allowing the intercepts and slope parameters of PAQ and PAQ2 to vary with the categorical variables sex, age group, and weight status.

Results: ANCOVA identified a curvilinear association between VO2max and PAQ, with positive linear PAQ terms that varied for both sex and weight status but with a negative PAQ2 term of -0.39 (95% confidence interval (CI): -0.57 to -0.21) that was common for all groups in regard to age, sex, and weight status. These curvilinear (inverted U) associations suggest that the benefits of increasing PA (same dose) on VO2max is greater when children report lower levels of PA compared to children who report higher levels of PA. These dose-response rates were also steeper for boys and were steeper for lean children compared to overweight/obese children.

Conclusion: Health practitioners should be aware that encouraging greater PA (same dose) in inactive and underweight children will result in greater gains in VO2max (response) compared with their active and overweight/obese counterparts.

Keywords: Aerobic fitness; Curvilinear association; Sex; Slope parameters; Weight status.

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Figures

Image, graphical abstract
Graphical abstract
Fig 1
Fig. 1
The curvilinear associations between VO2max and PAQ for normal weight boys and overweight girls. The quadratic regression model for normal weigh boys’ is given by VO2max = 32.8 + 5.34 × PAQ−0.39 × PAQ2. The quadratic regression model for overweight girls’ is given by VO2max = 23.58 + 3.97 × PAQ–0.39 × PAQ2. PAQ = Physical Activity Questionnaire; VO2max = maximum oxygen uptake.
Fig 2
Fig. 2
VO2max (Mean ± SE) by age group and sex (A), weight status and sex (B) having controlled for differences in self-reported PAQ and PAQ2 scores. PAQ = Physical Activity Questionnaire; VO2max = maximum oxygen uptake.
See this image and copyright information in PMC

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