Methodology
TL;DR
VitalDash uses Mifflin-St Jeor (1990) for BMR, the WHO standard for BMI, Deurenberg (1991) for body fat estimates, ISSN (2017) protein guidelines, and CDC NHANES 2015-2018 data for percentile rankings. Every number is sourced. Every formula is published.
Every number on VitalDash comes from a published, peer-reviewed source. Here's the full list, with the original citations and the actual formulas.
BMI (Body Mass Index)
Formula:
Categories (World Health Organization):
- Under 18.5: Underweight
- 18.5 to 24.9: Normal
- 25.0 to 29.9: Overweight
- 30.0 and above: Obese
Source: World Health Organization, "Obesity: Preventing and Managing the Global Epidemic," 2000.
Limitations: BMI doesn't distinguish muscle from fat. It can mislabel athletic people as "overweight" and people with low muscle mass but normal weight as "healthy." See our BMI Reality Check for the workaround.
BMR (Basal Metabolic Rate)
Formula: Mifflin-St Jeor equation (1990)
Female: BMR = 10 × weight(kg) + 6.25 × height(cm) − 5 × age − 161
Source: Mifflin MD, St Jeor ST, Hill LA, et al. "A new predictive equation for resting energy expenditure in healthy individuals." American Journal of Clinical Nutrition. 1990;51(2):241-247.
Why this and not Harris-Benedict? Mifflin-St Jeor was developed on a more diverse modern sample and is roughly 5% more accurate for most adults. The American Dietetic Association recommended it as the standard in 2005.
TDEE (Total Daily Energy Expenditure)
Formula:
Multipliers used:
- Sedentary (desk job, no exercise): 1.2
- Light (exercise 1 to 3 days/week): 1.375
- Moderate (exercise 3 to 5 days/week): 1.55
- Active (exercise 6 to 7 days/week): 1.725
- Athlete (twice-daily training): 1.9
Source: Frankenfield D, Roth-Yousey L, Compher C. "Comparison of predictive equations for resting metabolic rate." Journal of the American Dietetic Association. 2005;105(5):775-789.
Body Fat Percentage (estimate)
When you don't enter your measured body fat, we estimate using the Deurenberg formula (1991):
(sex: male = 1, female = 0; "other" gender uses an average)
Source: Deurenberg P, Weststrate JA, Seidell JC. "Body mass index as a measure of body fatness: age- and sex-specific prediction formulas." British Journal of Nutrition. 1991;65(2):105-114.
Limitations: This is an approximation with a typical error of ±4% body fat. For accuracy use:
- DEXA scan (gold standard)
- Bioelectrical impedance (BIA), reasonable accuracy
- Skinfold calipers with a trained operator
- Hydrostatic weighing
Body fat ranges (American Council on Exercise):
| Category | Men | Women |
|---|---|---|
| Essential | 2 to 5% | 10 to 13% |
| Athletes | 6 to 13% | 14 to 20% |
| Fitness | 14 to 17% | 21 to 24% |
| Average | 18 to 24% | 25 to 31% |
| Obese | 25%+ | 32%+ |
Ideal Weight Range
Formula: weight at BMI 18.5 to 24.9 for the user's height.
Max = 24.9 × height(m)²
Source: Same WHO BMI categories above.
Daily Calorie Targets
- Lose fat: TDEE − 500 kcal/day. This produces roughly 0.45 kg (1 lb) of fat loss per week, the rate considered safely sustainable by most clinical guidelines.
- Maintain: TDEE
- Build muscle: TDEE + 300 kcal/day. A "lean bulk" surplus that minimizes fat gain while supporting muscle synthesis.
Source: Helms ER, Aragon AA, Fitschen PJ. "Evidence-based recommendations for natural bodybuilding contest preparation: nutrition and supplementation." Journal of the International Society of Sports Nutrition. 2014;11:20.
Macro Splits
Goal-adjusted, with a hard floor of 1.6 g/kg bodyweight for protein.
| Goal | Protein | Carbs | Fat |
|---|---|---|---|
| Lose fat | 40% | 35% | 25% |
| Maintain | 30% | 40% | 30% |
| Build muscle | 30% | 45% | 25% |
Protein floor source: Jäger R, Kerksick CM, Campbell BI, et al. "International Society of Sports Nutrition Position Stand: protein and exercise." Journal of the International Society of Sports Nutrition. 2017;14:20.
Goal Projection
Formula:
Where 7,700 kcal is approximately 1 kg of body fat (a refinement of the original Wishnofsky 1958 estimate).
Limitations: This assumes linear weight loss, which doesn't happen in reality. Water weight fluctuates. Metabolic adaptation slows progress over months. Plateaus are normal. Use the projection as a planning estimate, not a guarantee.
Percentile Rankings
Source: CDC Vital and Health Statistics Series 3, Number 46 (2021): "Anthropometric Reference Data for Children and Adults: United States, 2015-2018."
We use the published percentile tables for BMI and weight by sex and three age bands (20 to 39, 40 to 59, 60+), then interpolate linearly between table points to get any specific value. Available at: cdc.gov/nchs/data/series/sr_03/sr03-046-508.pdf
Limitation: The dataset is US-only. International users will see slightly skewed percentiles relative to their own country.