Pt. Katzmarzyk et al., PHYSICAL-ACTIVITY AND HEALTH-RELATED FITNESS IN YOUTH - A MULTIVARIATE-ANALYSIS, Medicine and science in sports and exercise, 30(5), 1998, pp. 709-714
Purpose: To evaluate the relationship between indicators of physical a
ctivity and health-related fitness in youth 9-18 yr. Methods: A cross-
sectional sample of 356 boys and 284 girls 9-18 yr of age from phase I
of the Quebec Family Study was studied. The sample was divided into t
hree age groups by gender, 9-12, 13-15, and 16-18 yr of age. Physical
activity variables included two estimates of activity, estimated daily
energy expenditure (EE) and estimated moderate-to-vigorous physical a
ctivity (MVPA), and one estimate of inactivity, time spent watching te
levision per day (TVTIME). Health-related fitness variables were the s
um of six skin folds (SUM), number of sit-ups in 1 min (SITUP), physic
al work capacity at 150 beats.min(-1) (PWC150), and static strength of
the leg (LMS). Partial canonical correlation was used to quantify the
relationship between standardized (z-transformed) activity variables
and health-related fitness items, controlling for age. Results: There
is a weak to moderate association between physical activity and fitnes
s in youth. The first activity canonical variate is a function of posi
tive loadings for EE and MVPA, with a smaller, negative loading for TV
TIME. The first fitness variate generally includes positive loadings f
or PWC150 and SITUP, with a small negative lending for the SUM and a s
mall positive loading for LMS. The first canonical correlations indica
te that the variance shared by the fitness and activity variates range
s from 11 to 21%. Conclusion: There is a significant relationship betw
een activity and health-related physical fitness, but a large part of
the variability (80-90%) in fitness is not accounted for by physical a
ctivity as measured in this study.