BODY-MASS INDEX, WAIST GIRTH, AND WAIST-TO-HIP RATIO AS INDEXES OF TOTAL AND REGIONAL ADIPOSITY IN WOMEN - EVALUATION USING RECEIVER OPERATING CHARACTERISTIC CURVES
Rw. Taylor et al., BODY-MASS INDEX, WAIST GIRTH, AND WAIST-TO-HIP RATIO AS INDEXES OF TOTAL AND REGIONAL ADIPOSITY IN WOMEN - EVALUATION USING RECEIVER OPERATING CHARACTERISTIC CURVES, The American journal of clinical nutrition, 67(1), 1998, pp. 44-49
Receiver operating characteristic (ROC) curves were constructed to ass
ess the value of body mass index (BMI) as a screening measure for tota
l adiposity and to examine waist-to-hip ratio (WHR) and waist circumfe
rence as measures of central fat distribution. Body fat reference meas
urements were determined by dual-energy X-ray absorptiometry (DXA). Th
e study population comprised 96 healthy white women aged 16-80 y. A po
sitive reference test was defined as a result at or above the 75th per
centile for our study population for all DXA measurements. Sensitivity
and specificity were calculated at several percentile cutoffs for BMI
, WHR, and waist girth. The areas under the ROC curves were calculated
to compare the relative ability of each anthropometric technique to c
orrectly classify subjects according to the reference measurement for
that technique. BMI (our 75th percentile = 27.3) performed well as a s
creening measure of total adiposity, correctly identifying 83% of subj
ects with a high body fat mass while misclassifying only eight subject
s [four false-negatives (subjects with high fat mass who were in the l
ow BMI category) and four false-positives (subjects with a low fat mas
s who were in the high BMI category)]. The screening performance of WH
R (our 75th percentile = 0.81) was lower, accurately categorizing 58%
of subjects while misclassifying 28 subjects. By contrast, waist circu
mference (our 75th percentile = 86.9 cm) was significantly better than
WHR at screening for regional fat distribution, accurately classifyin
g 83% of subjects and misclassifying eight subjects (P < 0.05). We con
clude that BMI and waist circumference provide simple yet sensitive me
thods for the estimation of total and central adiposity in groups of a
dult women.