Muscle vs. fat
The formula can't tell the difference. A muscular athlete and someone carrying extra fat at the same height and weight get the exact same score.
Okay so I was going through the medical exam part of a term life insurance application last month, the kind where a nurse comes to the house and takes measurements, and the whole underwriting conversation kept circling back to one number on the form. BMI. I know the number, I'd seen it on a doctor's chart before, but I'd never actually looked into where it comes from or what it's supposed to mean. Turns out it's just a formula anyone can run themselves, it's not some mystery box a doctor calculates. So here's what I found once I actually dug into it.
This is the scale the CDC and WHO use for adults, and it's the same one that shows up on insurance paperwork and doctor's office printouts. Five bands, same formula the whole way across.
You don't need the insurance nurse or a doctor's office scale for this. It's three inputs and one calculation, and once you've done it once you'll never forget it.
The formula was built in the 1830s by a Belgian mathematician looking at population averages, not individual health. It's a screening tool, not a diagnosis, and it has real blind spots worth knowing before you take the number too seriously.
The formula can't tell the difference. A muscular athlete and someone carrying extra fat at the same height and weight get the exact same score.
Fat stored around the waist carries more cardiovascular risk than fat elsewhere, and BMI has no way to see that. Waist circumference catches what BMI misses here.
WHO itself recommends lower overweight cutoffs for some Asian populations, and the standard adult ranges don't apply to kids, pregnant women, or older adults losing muscle mass.
Once I understood what the formula was actually built for, most of the confusion around it made a lot more sense.
Category cutoffs (underweight, normal, overweight, obese) are the adult standards published by the CDC and World Health Organization, not a practical estimate. See the CDC's adult BMI categories for the source data.