## Abstract

The aims of this study were to evaluate the Body Mass Index (BMI) (weight/statute(2)) as a proxy for percent body fat (%BF) and to determine its association with fat-free mass (FFM). Multivariate analysis of variance and partial correlations were used to examine relationships between BMI and %BF and FFM from densitometry for 504 men and 511 women, aged 20 to 45 years. Sensitivity/specificity analyses used cut offs of 28 kg/m(2) in men and 26 kg/m(2) in women for BMI, and 25% in men and 33% in women for %BF. Significantly higher associations existed in each gender between BMI and %BF in the upper BMI tertile than in the lower BMI tertiles. In the lower BMI tertiles, correlations between BMI and FFM were approximately twice as large as those between BMI and %BF. The BMI correctly identified about 44% of obese men, and 52% of obese women when obesity was determined from %BF. BMI is an uncertain diagnostic index of obesity. Results of Receiver Operator Characteristic (ROC) analyses using %BF and total body fat, both provided a BMI of 25 kg/m(2) in men and 23 kg/m(2) in women as diagnostic screening cut offs for obesity.

Original language | American English |
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Journal | Obesity |

Volume | 4 |

State | Published - Jan 1 1996 |

## Keywords

- Body Mass Index
- Body composition
- Fat-Free mass
- Fatness

## Disciplines

- Applied Mathematics
- Applied Statistics
- Mathematics
- Physical Sciences and Mathematics
- Statistics and Probability