BMI also seems to have the problem that it correlations are ethnically-dependent.  The big outlier are East Asians, who tend to start having obesity-related issues in the upper end of &quot;normal&quot; and have less issues in the upper end of &quot;underweight&quot;.  Those categorizations were based on statistical studies of Europeans.