Most Navy-method “error” is measurement, not algebra. A tape pulled tight, tilted, or placed an inch high on the waist can move the result by meaningful percentage points. Neck measured over a collar or hair, hips not at the widest point, and height in shoes all pollute the logarithms.
The panel’s fidelity checklist mirrors common Navy-style conventions: neck below the larynx, waist at navel level at the end of a normal exhale, hips at the widest gluteal point for the female formula, height without shoes. Track trends at the same time of day with the same landmarks - week-to-week noise often exceeds true composition change.
Clothing, posture, and “sucking in” are not free accuracy upgrades; they are bias. If you are comparing to a gym’s handheld BIA or a smart scale, expect disagreement - different physics, different assumptions. Pick one method for trends and write down how you measure.
DEXA, Bod Pod, and hydrostatic weighing disagree with tape estimates and sometimes with each other. Use one method consistently for trends; use a clinician when decisions are medical.