Expertise & Methodology
How Calorique nutrition and fitness calculators work — data sources, calculation methods, editorial standards, and update cadence.
Why this page exists
Health calculators influence real-life decisions: how much to eat, what to weigh, how to interpret a child's growth chart. When a number affects how someone treats their body, the source and method behind it matter. This page documents Calorique's data sources, methodology, editorial process, and update cadence.
Primary data sources
- USDA FoodData Central
Comprehensive nutrient database for 410+ foods on /foods/. Calories, macros (protein/carbs/fat), fiber, micronutrients sourced per 100g and standard serving sizes.
- CDC Growth Charts (Children & Teens)
BMI percentile data for ages 2-20 by sex. Foundation for /bmi-children/ percentile classification (underweight <5th, healthy 5-85th, overweight 85-95th, obese ≥95th).
- WHO Growth Standards (Children Under 2)
International growth standards for ages 0-2, used for early childhood comparisons.
- Mifflin-St Jeor Equation (BMR)
Most accurate basal metabolic rate equation per peer-reviewed research. Men: 10×weight + 6.25×height − 5×age + 5. Women: 10×weight + 6.25×height − 5×age − 161. Used in /tdee/ and /calorie-calculator/.
- Compendium of Physical Activities (MET values)
Metabolic equivalent values for 800+ activities (Ainsworth et al). Powers exercise calorie burn calculations on /foods/[food]/ exercise burn tables.
- IOM Dietary Reference Intakes (DRI)
Recommended daily macronutrient ranges (Carbs 45-65%, Protein 10-35%, Fat 20-35% of calories) and micronutrient RDAs.
Calculation methodology
BMR (Basal Metabolic Rate)
We use the Mifflin-St Jeor equation, which has the highest validated accuracy in adults vs Harris-Benedict (~5% deviation) per ADA peer-reviewed comparison studies. Mifflin-St Jeor uses kg, cm, and years.
TDEE (Total Daily Energy Expenditure)
TDEE = BMR × activity factor. Sedentary 1.2 / Light 1.375 / Moderate 1.55 / Active 1.725 / Very Active 1.9. Disclosed assumptions in /tdee/ output.
BMI classification
Adult BMI = weight(kg) / height(m)². WHO categories: <18.5 underweight, 18.5-24.9 healthy, 25-29.9 overweight, ≥30 obese (with class I/II/III sub-bands). For children/teens, we use CDC age-and-sex-specific percentiles instead of fixed cutoffs.
Calorie burn from activities
Calories burned = MET × weight (kg) × duration (hours). Source: Compendium of Physical Activities (Ainsworth et al, updated 2011). Caveat: actual burn varies ±15% based on individual fitness level, terrain, intensity.
Editorial standards
- All calculators run client-side. No height, weight, or health data transmitted off-device.
- Nutrition data shows USDA source ID and access date when displayed in /foods/[food]/ pages.
- BMI for children/teens uses CDC age-and-sex-specific percentiles, not adult cutoffs.
- Calorie burn estimates show MET source and disclose ±15% individual variability.
- Articles cite primary sources (USDA, CDC, WHO, peer-reviewed journals) — not fitness-influencer aggregator content.
- We display medical disclaimers prominently — calculators are informational, not medical advice. Consult a registered dietitian or physician for personalized guidance.
Health disclaimer
Calorique calculators are informational and educational tools. They are not medical advice and should not replace consultation with a registered dietitian, physician, or other qualified health professional. Individual results vary based on factors not captured by general formulas.
Update cadence
| What | When |
|---|---|
| USDA FoodData Central | Quarterly (FoodData Central refresh) |
| CDC Growth Charts | Stable (last major update 2000, monitored for revisions) |
| BMR equations | Stable (peer-reviewed, only updated if newer validated equation gains acceptance) |
| MET activity values | Stable (Compendium last major revision 2011) |
| IOM DRI ranges | Stable + ad-hoc when National Academies issues update |
| Article fact-checks | Quarterly review + within 14 days of major guideline change |
Corrections and feedback
Email [email protected] for factual corrections. We respond within 14 days.