WHtR demonstrated good performance in predicting excess body fat in children and may be included in child health surveillance as an indicator of alterations in body composition, while the conicity index was classified as a poor predictor.
Key Findings
Results
WHtR was a good predictor of excess body fat in children of both sexes, with AUC values greater than 0.8.
Study assessed 314 children aged five to nine years in a school-based design.
Body composition was evaluated using bioelectrical impedance analysis (BIA) as the gold standard.
WHtR AUC values exceeded 0.8 in both boys and girls.
Predictive performance was assessed using Receiver Operating Characteristic (ROC) curve analysis.
Results
The conicity index (CIndex) was classified as a poor predictor of excess body fat in children of both sexes.
CIndex showed AUC values less than 0.7 in both sexes.
AUC < 0.7 is the threshold used in this study to classify a predictor as poor.
This finding applied to both boys and girls.
Results
WHtR showed a significantly higher AUC than CIndex in predicting excess body fat.
The difference in AUC between WHtR and CIndex was statistically significant (p<0.001).
Statistical comparison was performed according to the Wald test.
This significant difference held true for both sexes.
Results
Optimal WHtR cut-off points for identifying excess body fat differed by sex, with >0.47 for boys and >0.45 for girls.
Cut-off points were determined based on the higher accuracy of WHtR over CIndex.
Children were classified as having excess or normal body fat according to sex using BIA reference criteria.
These cut-off points were derived from a sample of children aged five to nine years.
The cut-off of >0.47 applied to boys and >0.45 applied to girls.
Methods
The study population consisted of 314 school-aged children between five and nine years old.
This was a school-based study design.
Body composition was assessed via bioelectrical impedance analysis (BIA).
Children were classified by sex for body fat excess determination.
Both WHtR and CIndex were calculated using their respective standard formulas.
Barros T, Maia C, Oliveira L, Dias T, Lourenço E, Braga R, et al.. (2025). Predictive performance of the waist-to-height ratio and the conicity index for diagnosing excess body fat in children.. Revista paulista de pediatria : orgao oficial da Sociedade de Pediatria de Sao Paulo. https://doi.org/10.1590/1984-0462/2025/43/2025114