TY - JOUR
T1 - Can waist circumference provide a new “third” dimension to BMI when predicting percentage body fat in children? Insights using allometric modelling
AU - Nevill, Alan M.
AU - Bryant, Elizabeth
AU - Wilkinson, Kate
AU - Gomes, Thayse Natacha
AU - Chaves, Raquel
AU - Pereira, Sara
AU - Katzmarzyk, Peter T.
AU - Maia, José
AU - Duncan, Michael J.
N1 - Publisher Copyright:
© 2018 World Obesity Federation
PY - 2019/4
Y1 - 2019/4
N2 - Introduction: Body mass index (BMI) is often criticized for not being able to distinguish between lean and fat tissue. Waist circumference (WC), adjusted for stature, is proposed as an alternative weight status index, as it is more sensitive to changes in central adiposity. Purpose: The purpose of the study is to combine the three dimensions of height, mass, and WC to provide a simple, meaningful, and more accurate index associated with percentage body fat (BF%). Methods: We employed a four independent sample design. Sample 1 consisted of 551 children (320 boys) (mean ± SD of age = 7.2 ± 2.0 years), recruited from London, UK. Samples 2, 3, and 4 consisted of 5387 children (2649 boys) aged 7 to 17 years recruited from schools in Portugal. Allometric modelling was used to identify the most effective anthropometric index associated with BF%. The data from samples 2, 3, and 4 were used to confirm and cross-validate the model derived in sample 1. Results: The allometric models from all four samples identified a positive mass exponent and a negative height exponent that was approximately twice that of the mass exponent and a waist circumference exponent that was approximately half the mass exponent. Consequently, the body shape index most strongly associated with BF% was BMI√WC. The √WC component of the new index can simply be interpreted as a WC “weighting” of the traditional BMI. Conclusions: Compared with using BMI and WC in isolation, BMI√WC could provide a more effective and equally noninvasive proxy for BF% in children that can be used in public and community health settings.
AB - Introduction: Body mass index (BMI) is often criticized for not being able to distinguish between lean and fat tissue. Waist circumference (WC), adjusted for stature, is proposed as an alternative weight status index, as it is more sensitive to changes in central adiposity. Purpose: The purpose of the study is to combine the three dimensions of height, mass, and WC to provide a simple, meaningful, and more accurate index associated with percentage body fat (BF%). Methods: We employed a four independent sample design. Sample 1 consisted of 551 children (320 boys) (mean ± SD of age = 7.2 ± 2.0 years), recruited from London, UK. Samples 2, 3, and 4 consisted of 5387 children (2649 boys) aged 7 to 17 years recruited from schools in Portugal. Allometric modelling was used to identify the most effective anthropometric index associated with BF%. The data from samples 2, 3, and 4 were used to confirm and cross-validate the model derived in sample 1. Results: The allometric models from all four samples identified a positive mass exponent and a negative height exponent that was approximately twice that of the mass exponent and a waist circumference exponent that was approximately half the mass exponent. Consequently, the body shape index most strongly associated with BF% was BMI√WC. The √WC component of the new index can simply be interpreted as a WC “weighting” of the traditional BMI. Conclusions: Compared with using BMI and WC in isolation, BMI√WC could provide a more effective and equally noninvasive proxy for BF% in children that can be used in public and community health settings.
KW - adiposity
KW - bioelectrical impedance
KW - multiplicative model
KW - obesity
UR - http://www.scopus.com/inward/record.url?scp=85059121157&partnerID=8YFLogxK
U2 - 10.1111/ijpo.12491
DO - 10.1111/ijpo.12491
M3 - Article
C2 - 30589519
AN - SCOPUS:85059121157
SN - 2047-6302
VL - 14
SP - e12491
JO - Pediatric Obesity
JF - Pediatric Obesity
IS - 4
M1 - e12491
ER -