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Updated: Apr 8, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Early Risk Factors of Overweight Developmental Trajectories during Middle Childhood
Laura E Pryor1, Mara Brendgen2, Richard E Tremblay3
1Department of Social and Preventive Medicine, University of Montreal, Montreal, Canada; Research Unit on Children's Psychosocial Maladjustment, University of Montreal, Montreal, and University Laval, Quebec City, Canada; Ste Justine Hospital Research Center, Montreal, Canada.
Background:
Research is needed to identify early life risk factors associated with different developmental paths leading to overweight by adolescence.
Objectives:
To model heterogeneity in overweight development during middle childhood and identify factors associated with differing overweight trajectories.
Methods:
Data was drawn from the Quebec Longitudinal Study of Child Development (QLSCD; 1998-2010). Trained research assistants measured height and weight according to a standardized protocol and conducted yearly home interviews with the child's caregiver (mother in 98% of cases). Information on several putative early life risk factors for the development of overweight were obtained, including factors related to the child's perinatal, early behavioral family and social environment. Group-based trajectories of the probability of overweight (6-12 years) were identified with a semiparametric method (n=1678). Logistic regression analyses were used to identify early risk factors (5 months- 5 years) associated with each trajectory.
Results:
Three trajectories of overweight were identified: "early-onset overweight" (11.0 %), "late-onset overweight" (16.6%) and "never overweight" (72.5%). Multinomial analyses indicated that children in the early and late-onset group, compared to the never overweight group, had 3 common types of risk factors: parental overweight, preschool overweight history, and large size for gestational age. Maternal overprotection (OR= 1.12, CI: 1.01-1.25), short nighttime sleep duration (OR=1.66, CI: 1.07-2.57), and immigrant status (OR=2.01, CI: 1.05-3.84) were factors specific to the early-onset group. Finally, family food insufficiency (OR=1.81, CI: 1.00-3.28) was weakly associated with membership in the late-onset trajectory group.
Conclusions:
The development of overweight in childhood follows two different trajectories, which have common and distinct risk factors that could be the target of early preventive interventions.
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