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Correlates of dual trajectories of physical activity and sedentary time in youth: The UP & DOWN longitudinal study
Author(s) -
Parker Kate,
Timperio Anna,
Salmon Jo,
Villanueva Karen,
Brown Helen,
EstebanCornejo Irene,
CabanasSánchez Verónica,
CastroPiñero José,
SánchezOliva David,
Veiga Oscar L.
Publication year - 2021
Publication title -
scandinavian journal of medicine and science in sports
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.575
H-Index - 115
eISSN - 1600-0838
pISSN - 0905-7188
DOI - 10.1111/sms.13927
Subject(s) - multinomial logistic regression , demography , longitudinal study , logistic regression , sed , categorical variable , psychology , sedentary lifestyle , physical activity , medicine , physical therapy , statistics , mathematics , sociology , pathology
Trajectories of physical activity and sedentary time (SED) may differ between subgroups of youth. The aim of this study was to identify group‐based dual trajectories of physical activity and SED and explore individual, social, and environmental correlates of these trajectories. Longitudinal data (three time points, baseline 2011‐2012) of Spanish youth (n = 1597, mean age = 11.94 ± 2.52, 50.9% boys) were used. Moderate‐to‐vigorous physical activity (MVPA) and SED were assessed objectively at each time point, and 21 potential correlates were self‐reported at baseline. Parallel process growth mixture models identified shared categorical latent groups, adjusting for school and age. Multinomial logistic regression models identified baseline correlates of a given trajectory. Four shared categorical latent groups were identified: (1) stable MVPA and decreasing SED (4%); (2) stable MVPA and increasing SED (3%); (3) consistently higher MVPA (18%); and (4) stable low MVPA and slight increase in SED (75%). Multinomial logistic regression models with group 3 as reference found: negative affect (RRR = 0.90, 95% CI 0.84‐0.97), parental screen‐time rules (RRR = 1.15, 95% CI 1.00‐1.33), and household media equipment (RRR = 1.17, 95% CI 1.05‐1.30) predicted likelihood of group 1 membership; cons of reducing SED (RRR = 2.70, 95% CI 1.77‐4.10) predicted likelihood of group 2 membership; and co‐participation in physical activity with friends (RRR = 0.80, 95% CI 0.69‐0.94), fathers’ modeling of TV viewing (RRR = 1.22, 95% CI 1.02‐1.47), and household media equipment (RRR = 1.16, 95% CI 1.02‐1.31) predicted likelihood of group 4 membership. Results suggest that strategies to improve MVPA and SED behaviors among youth may need to be multifaceted, targeting all levels of influence.