title: Comparing estimates of body fat in children using published bioelectrical impedance analysis equations.
abstract: BACKGROUND
  The level of body fat mass (BFM) in childhood that is associated with weight related morbidity is unclear. Bioelectrical impedance analysis (BIA) offers an inexpensive, acceptable and portable method for measuring body composition in children. However, different equations have been derived to estimate BFM, and relationships between equations have not been explored.
  
  
  OBJECTIVE
  To compare body mass index (BMI) and BIA as tools for estimating adiposity-related health risks in children.
  
  
  METHODS
  Height, weight and BIA were measured in a population based cross-sectional survey of 341 healthy 5-year-old Australian children. Percent BFM was estimated using four published BIA-based predictive equations for pre-school children. Ranking of children according to total BFM was compared for all equations.
  
  
  RESULTS
  Each equation produced different estimates of percent BFM. In general, increasing BMI was associated with increasing BFM, but wide ranges of BFM estimates were produced for children of similar BMI. For all of the equations, females had a higher percent BFM compared with males of the same BMI (p<0.001). Percent BFM estimates rose rapidly in children classified as overweight/obese (1990 UK growth standard). The equations were highly correlated in their ranking of children from lowest to highest percent BFM.
  
  
  CONCLUSIONS
  Results support concerns about the validity of BMI as an accurate measure of absolute BFM. Percent BFM estimates produced by the four BIA equations were highly correlated, indicating they rank children according to BFM in the same order. This suggests any single equation could provide a measure of relative BFM in children for population and longitudinal studies.
authors.affiliation: Centre for Community Child Health, Murdoch Childrens Research Institute, Melbourne, Australia.
authors.forename: Joanne
authors.initials: J
authors.lastname: Williams
authors.forename: Melissa
authors.initials: M
authors.lastname: Wake
authors.forename: Michele
authors.initials: M
authors.lastname: Campbell
mesh_terms: D000273:Adipose Tissue / Q000033:anatomy & histology*; D001315:Australia / Q000453:epidemiology; D015992:Body Mass Index; D002657:Child Development; D002675:Child, Preschool; D015331:Cohort Studies; D003430:Cross-Sectional Studies; D017097:Electric Impedance; D005260:Female; D006801:Humans; D008297:Male; D009765:Obesity / Q000453:epidemiology; D010290:Parents / Q000193:education; D012944:Social Support