Cited by 250Body Composition Measurement TechniquesObesity, Physical Activity, DietDiabetes, Cardiovascular Risks, and Lipoproteins

Waist circumference-to-height ratio predicts adiposity better than body mass index in children and adolescents

Brambilla, P, Bedogni, G, Heo, M, Pietrobelli, A·2013·International Journal of Obesity

Abstract

Objective Body mass index (BMI) is the surrogate measure of adiposity most commonly employed in children and adults. Waist circumference (WC) and the waist circumference-to-height ratio (WCHt) have been proposed as markers of adiposity-related morbidity in children. However, no study to date has compared WCHt, WC, BMI and skinfolds thickness for their ability to detect body adiposity. Aim To compare WCHt, WC, BMI and skinfolds for their accuracy in predicting percent body fat (PBF), percent trunk fat (PTF) and fat mass index (FMI) in a large sample of children and adolescents. Design, setting and participants We studied 2339 children and adolescents aged 8-18 years from the US National Health and Nutrition Examination Survey 2003/2004. Body fat was measured using dual-energy X-ray absorptiometry. Multivariable regression splines were used to model the association between PBF, PTF, FMI and the predictors of interest. Results WCHt alone explained 64% of PBF variance as compared with 31% for WC, 32% for BMI and 72% for the sum of triceps and subscapular skinfolds (SF2) (P<0.001 for all). When age and gender were added to the predictors, the explained variance increased to 80% for the WCHt model, 72% for the WC model, 68% for the BMI model and 84% for the SF2 model. There was no practical advantage to add the ethnic group as further predictor. Similar relationships were observed with PTF and FMI. Conclusions WCHt is better than WC and BMI at predicting adiposity in children and adolescents. It can be a useful surrogate of body adiposity when skinfold measurements are not available.

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Crossref · 10.1038/ijo.2013.32

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Authors
Brambilla, P., Bedogni, G., Heo, M., & Pietrobelli, A.
Affiliations
  • Albert Einstein College of Medicine (US)
  • Pennington Biomedical Research Center (US)
Corresponding author
Brambilla, P
Venue
International Journal of Obesity
Published
2013-03-12
Volume
37
Issue
7
Pages
943-946
ISSN
  • 0307-0565 (ISSN-L)
  • 1476-5497
OpenAlex
W2164875446
Cited by
250
References
0
Citations by year
2026: 10 · 2025: 15 · 2024: 15 · 2023: 18 · 2022: 19 · 2021: 20 · 2020: 20 · 2019: 24 · 2018: 26 · 2017: 19 · 2016: 22 · 2015: 20 · 2014: 18 · 2013: 4
FWCI
14.82
Type
journal article
Language
en
Open access
closed
Locations
  • International Journal of Obesity (publishedVersion)
  • PubMed (publishedVersion)
  • Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) (submittedVersion)
Topics
  • Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
Keywords
waist circumference, body mass index, adiposity, children and adolescents, body fat percentage, fat mass index, skinfold thickness, anthropometric measures, obesity assessment
MeSH terms
Adolescent, Analysis of Variance, Body Composition, Body Height, Child, Female, Humans, Male, Nutrition Surveys, Predictive Value of Tests, Skinfold Thickness, United States, Reproducibility of Results, Absorptiometry, Photon, Body Mass Index, Adiposity, Waist Circumference, Pediatric Obesity

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