Validity of predictive equations developed to estimate body fat from anthropometry and bioelectrical impedance analysis in 8-10 year-old children

Clin Nutr. 2012 Jun;31(3):364-71. doi: 10.1016/j.clnu.2011.11.008. Epub 2011 Dec 17.

Abstract

Background & aim: To date, no studies have examined the validity of skinfold-based (SF) equations and Bioelectrical Impedance Analysis (BIA) in predicting body fat in children of Middle-Eastern origin. The objective of this study was to examine the predictive validity of previously published SF-based equations and BIA in estimating body fat in 8-10 year-old Lebanese children, and to develop new prediction equations for use in this population group.

Methods: 158 subjects participated in the study. Percent body fat (% BF) estimates derived from SF-based equations and BIA were compared against the deuterium dilution technique (DDL). Multivariate linear regression analyses were conducted for the development of new prediction equations to estimate %BF using anthropometric variables.

Results: Bland-Altman analysis showed that SF-based equations and BIA significantly underestimated %BF as compared to DDL. Mean differences in %BF ranged between 1.3 and 6.5% in boys and 4.5-9.5% in girls. New anthropometry-based equations were proposed for the prediction of %BF in Lebanese pre-pubertal children.

Conclusion: Previously published prediction equations underestimated %BF in Lebanese pre-pubertal children. The validity of the new prediction equations developed in this study to estimate %BF in Lebanese children needs to be investigated in future studies.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Adiposity* / ethnology
  • Algorithms
  • Anthropometry / methods*
  • Body Composition
  • Child
  • Deuterium
  • Electric Impedance
  • Female
  • Humans
  • Indicator Dilution Techniques
  • Lebanon
  • Male
  • Models, Biological
  • Overweight / diagnosis*
  • Overweight / ethnology
  • Predictive Value of Tests
  • Skinfold Thickness

Substances

  • Deuterium