Estimation of fat mass in Southern Brazilian female adolescents: development and validation of mathematical models

Abstract

This study aimed to develop and validate the first mathematical models, based on anthropometric properties, to estimate fat mass (FM) in a heterogeneous sample of female adolescents. A cross-sectional and quantitative study conducted with 196 individuals aged 12 to 17 years from the metropolitan region of Curitiba, Paraná, Brazil. The participants were randomly divided into two groups: regression sample (n = 169) and validation sample (n = 27). Dual-energy X-ray absorptiometry (DXA) was used as the reference method to determine body fat in relative and absolute values. Stature, body mass, waist girth and triceps, subscapular, biceps, iliac crest, abdominal, front thigh and medial calf skinfold thickness were defined as independent variables and measured according to an international technical protocol. Statistical analyzes used the Ordinary Least Square (OLS) regression model, paired t test and Pearson correlation. Four multivariate mathematical models with high determination coefficients (R2 ≥90%) and low estimated standard errors (SEE = ≤2.02 kg) were developed. Model 4 stands out for its low number of independent variables and significant statistical performance (R2 = 90%; SEE = 1.92 kg). It is concluded that the four mathematical models developed are valid for estimating FM in female adolescents in southern Brazil.

Skinfold calipers: which instrument to use?

“…Since 1994, the performance of this Type A skinfold caliper of national origin has been tested in different contexts and has shown reliability in the measurements (11,21) . Furthermore, it was methodologically used in the development and cross-validation of mathematical prediction models (22) . Recently, this industry introduced the first generic Type A skinfold calipers manufactured with a polyacetal pivot to reduce the coefficient of friction.…”