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Updated: May 3, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Important periods of weight development in childhood: a population-based longitudinal study
Kari Glavin1, Mathieu Roelants, Bjørn Heine Strand
1Oslo and Akershus University College of Applied Sciences, (Nursing), P,O, Box 4, St,Olav plass, 0130 Oslo, Norway. kari.glavin@hioa.no.
Insights
Childhood overweight risk begins at birth. High birth weight and rapid BMI gains in the first 9 months are key indicators for developing overweight by age 8. Interventions should start prenatally.
Area of Science:
- Pediatrics
- Public Health
- Growth and Development
Background:
- Identifying critical developmental periods for overweight is crucial for effective prevention strategies.
- Early identification of children at risk for overweight and obesity is essential for timely intervention.
- Understanding growth trajectories can inform public health initiatives targeting childhood obesity.
Purpose of the Study:
- To investigate early growth patterns in children who become overweight or obese by age 8.
- To pinpoint key developmental ages for the onset of overweight and obesity in children.
- To establish early indicators for predicting childhood overweight and obesity risk.
Main Methods:
- Utilized data from the Norwegian Child Growth Study (N=3172) with longitudinal health records from birth.
- Calculated body mass index (BMI) from weight and height measurements.
- Employed a piecewise linear mixed-effect model to estimate BMI standard deviation scores (SDS) at various ages.
Main Results:
- 20.4% of 8-year-olds were overweight or obese.
- Overweight children exhibited higher mean BMI SDS at birth compared to normal-weight peers (p < .001).
- Significant increases in BMI SDS during infancy, particularly the first 9 months, were associated with later overweight status. High BMI from 2 years onwards showed increased odds ratios.
Conclusions:
- High birth weight and accelerated BMI gains in the first 9 months are significant predictors of overweight status at age 8.
- The risk for childhood overweight begins very early, underscoring the need for prenatal and early infancy interventions.
- Preventive measures against childhood overweight should commence prenatally and extend through early childhood.
Background:
Identifying important ages for the development of overweight is essential for optimizing preventive efforts. The purpose of the study was to explore early growth characteristics in children who become overweight or obese at the age of 8 years to identify important ages for the onset of overweight and obesity.
Methods:
Data from the Norwegian Child Growth Study in 2010 (N = 3172) were linked with repeated measurements from health records beginning at birth. Weight and height were used to derive the body mass index (BMI) in kg/m2. The BMI standard deviation score (SDS) for each participant was estimated at specific target ages, using a piecewise linear mixed effect model.
Results:
At 8 years of age, 20.4% of the children were overweight or obese. Already at birth, overweight children had a significantly higher mean BMI SDS than normal weight 8-year-olds (p < .001) and this difference increased in consecutive age groups in infancy and childhood. A relatively large increase in BMI during the first 9 months was identified as important for being overweight at 8 years. BMI SDS at birth was associated with overweight at 8 years of age (OR, 1.8; 1.6-2.0), and with obesity (OR, 1.8; 1.4-2.3). The Odds Ratios for the BMI SDS and change in BMI SDS further increased up to 1 year of age became very high from 2 years of age onwards.
Conclusions:
A high birth weight and an increasing BMI SDS during the first 9 months and high BMI from 2 years of age proved important landmarks for the onset of being overweight at 8 years of age. The risks of being overweight at 8 years appear to start very early. Interventions to prevent children becoming overweight should not only start at a very early age but also include the prenatal stage.
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