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Updated: Aug 19, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Longitudinal Changes in Various BMI Metrics and Adiposity in 3- to 7-Year-Olds
David S Freedman1, Jessica G Woo2,3, Stephen R Daniels4
1Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, Georgia.
Insights
Changes in body fatness in children are better measured using BMI as a percentage of the 50th or 95th percentile, rather than BMI z-score. This improved metric aids pediatricians in assessing adiposity changes over time.
Area of Science:
- Pediatrics
- Childhood Obesity
- Growth Monitoring
Background:
- Body Mass Index z-score (BMIz) is commonly used to track weight changes in children.
- However, BMIz may not accurately reflect changes in body fatness (adiposity).
- Accurate assessment of adiposity is crucial for effective weight management in pediatric populations.
Purpose of the Study:
- To compare the effectiveness of three Body Mass Index (BMI) metrics in assessing changes in adiposity among young children.
- To determine if BMI percentiles are superior to BMI z-score for monitoring body fatness changes.
- To identify the optimal BMI metric for pediatricians to use in assessing a child's body fatness trajectory.
Main Methods:
- A longitudinal study involving 343 children aged 3 years, with serial measurements every 4 months for 4 years.
- Body fatness was measured using dual-energy-x-ray absorptiometry (DXA).
- Changes in body fatness were correlated with changes in three BMI metrics: BMI z-score (BMIz), percentage of the 50th percentile (%50th), and percentage of the 95th percentile (%95th) from CDC growth charts.
Main Results:
- Changes in body fatness showed a stronger association with %50th and %95th compared to BMIz.
- Correlations with %body fat were r = 0.64 for BMIz versus r = 0.77–0.78 for %50th and %95th (P < .001).
- These findings were consistent across different sexes, ethnicities (Black and white children), and weight status (obese and non-obese).
Conclusions:
- Expressing BMI changes as a percentage of the 50th or 95th percentile is a more effective method for capturing adiposity changes in young children than using BMI z-score.
- This improved metric can assist pediatricians in more accurately assessing a child's body fatness progression over time.
- Utilizing the optimal BMI metric enhances clinical decision-making in pediatric weight management programs.
Background And Objectives:
Changes in BMI z score (BMIz) are widely used in weight control programs and interventions to monitor changes in body fatness, but this metric may not be optimal. We examined the ability of 3 BMI metrics to assess adiposity change among children with a wide range of BMIs.
Methods:
The sample comprised 343 3-year-old children with serial measurements of BMI and body fatness every 4 months over 4 years. We compared correlations between changes in body fatness, calculated with dual-energy-x-ray absorptiometry, and changes in 3 BMI metrics: BMIz and percentage of the 50th (%50th) and 95th (%95th) percentiles in the CDC growth charts.
Results:
About 21% of the participants were Black and 79% were white. Changes in body fatness over 4 years were more strongly associated with changes in %50th and %95th than with changes in BMIz. Correlations with %body fat among all children were r = 0.64 for BMIz versus r = 0.77 to 0.78 for %50th and %95th (P < .001 for differences between the correlations). Stratified analyses showed the difference between the correlations were similar among boys and girls, among white children and Black children, and among children without obesity and those with obesity.
Conclusions:
Changes in adiposity among young children are better captured by expressing changes in BMI as a percentage of the 50th or 95th percentiles instead of BMIz change. Using the best BMI metric will allow pediatricians to better assess a child's change in body fatness over time.
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