The aim of this work was to assess the accuracy of physicians' subject
ive assessments of obesity status. The subjects were participants in T
he Second National Health and Nutrition Examination (NHANES II) Survey
. The physicians' subjective judgments of obesity were compared to BMI
, an objective measure of actual body mass. Subjects with a body mass
index (BMI = weight in kg/(height in cm/100)(2)) less than or equal to
27.5 were classified as normal weight and those with a BMI greater th
an or equal to 30.4 were considered to be obese. Physicians were accur
ate in their diagnosis of the normal weight group with only 4.03% bein
g misdiagnosed as obese. However, 12.6% of the obese group was misdiag
nosed as normal weight. The odds of an incorrect normal weight diagnos
is increased with age. Similarly, as the fat distribution ratio increa
sed, i.e., a more central pattern, the odds of being actually obese bu
t incorrectly diagnosed as normal weight increased. Men were more like
ly than women to be incorrectly diagnosed as normal weight. Non-Caucas
ian normal weight persons appear to have been diagnosed more stringent
ly than Caucasians as they were more likely to be misdiagnosed as obes
e regardless of their gender. There appear to be several variables aff
ecting the physicians' subjective assessment of obesity status in this
data set.