Foundations
Why body fat % beats BMI
BMI tells you mass per height — it can't distinguish a 90 kg rugby player from a 90 kg desk worker. Body fat % does. Around 25% of "normal-BMI" adults have elevated body fat and metabolic risk (Ashwell 2014). That's the population BMI misses.
For lifters, BMI penalises muscle as if it were fat — a 180 cm man at 85 kg, 12% body fat reads "overweight." For older adults, BMI can read "normal" while sarcopenia has hollowed out lean mass. Both are blind spots body fat % fills.
The three-method approach
Why we run all three
No field method is precise on its own. US Navy underestimates muscular males 3–4% (thick necks inflate the lean signal). RFM (Woolcott 2018, R² 0.84 vs DEXA) needs only waist and height — no neck — and outperforms Navy for many builds. Deurenberg BMI-derived is the least accurate but ubiquitous.
Running all three and taking the median gives a confidence band, not a fake-precision single number. When they disagree by more than 5%, that's a signal to re-measure — usually the waist landmark is off.
South Asian body composition
Why the −3% offset
MASALA, MESA and ICMR studies show South Asians carry 3–5% more body fat and substantially more visceral fat than Caucasians at the same BMI and waist (Kanaya et al. 2014, 2016). About 45% of normal-BMI South Asians show the "thin-fat" phenotype — normal weight, high visceral fat, elevated diabetes/CVD risk.
The South Asian toggle shifts the category-band thresholds down 3% for both sexes. WHO universal waist cutoffs are also too loose: use ≥90 cm men, ≥80 cm women instead of the 102/88 cm Caucasian thresholds.
What this can't do
Honest limits
This is a field estimate, not a clinical measurement. Day-to-day swings of 1–2% are measurement noise, not real change. BIA smart scales swing 3–8% based on hydration alone.
For absolute accuracy get a DEXA scan ($75–150 in major Indian cities, $100–300 in the West). For tracking, pick any method and use it consistently: re-measure weekly, same time of day, same hydration state, same breathing position. Trend matters more than absolute number.
Medical disclaimer
For healthy adults. Not validated for pregnancy, severe edema, very tall or very short individuals, or extreme body compositions. If clinical body composition matters for treatment, get a DEXA scan or work with a clinician.
