BMI (Body Mass Index) = weight(kg) ÷ height(m)². It is a population-level statistic that works tolerably for sedentary non-athletes between ages 20-65, but it fails for athletes (muscle weighs more than fat), the elderly (who lose muscle and gain fat at the same BMI), and people under 5' or over 6'6".
The U.S. Navy body fat formula
Developed by the U.S. Naval Health Research Center, this method uses neck and waist (plus hip for women) circumferences to estimate body fat with surprising accuracy — typically within 3-4% of DEXA scans. The formula:
Men: 86.010 × log10(waist − neck) − 70.041 × log10(height) + 36.76
Women: 163.205 × log10(waist + hip − neck) − 97.684 × log10(height) − 78.387
(All measurements in inches.)
Healthy body fat ranges
Men: Essential 2-5%, Athletic 6-13%, Fitness 14-17%, Acceptable 18-25%, Obese 25%+.
Women: Essential 10-13%, Athletic 14-20%, Fitness 21-24%, Acceptable 25-31%, Obese 32%+.
Women carry essential fat in breasts, hips, and thighs — this is biology, not a flaw. The "essential" minimum is higher because reproductive health depends on it.
The waist-to-height ratio
A newer metric gaining favor: waist circumference should be less than half your height. A 5'10" (70") man should have a waist under 35". This ratio predicts cardiovascular risk better than BMI because abdominal fat (visceral fat around the organs) is the metabolically dangerous kind.