BAI Scientific Analyzer
A calculator based on the research of Bergman et al. (2011) that contextualizes results based on population demographics and athlete status.
Anthropometric Data
Enter your measurements to generate a
scientific body composition analysis.
Estimated Body Fat %
–%
—
Scientific Validation
Predictive Reliability: Moderate
Based on selected demographics vs. validation cohorts.
Comparative Accuracy (Reference Data)
| Population Group | Verdict | Clinical Recommendation |
|---|---|---|
| African-American & Mexican-American | High Accuracy | Reliable surrogate for body fat tracking. |
| Athletes / Resistance Trainees | Poor Accuracy | Avoid BAI. Use Waist-to-Height Ratio. |
| Caucasian / European | Mixed / Lower | Likely underestimates fat %. |
| Severe Obesity (BMI > 35) | Ineffective | Linear formula breaks down. Use BMI. |
Disclaimer: This tool provides estimates based on population studies. It is not a medical diagnosis.
Formula: BAI = (Hip_cm / Height_m^1.5) – 18
Formula: BAI = (Hip_cm / Height_m^1.5) – 18