// methodology & sources

How these numbers are calculated.

Every formula on this site comes from published, peer-reviewed work. This page lists exactly what's used, where it's from, and where the estimates have limits — so you can check the math rather than trust it.

BMI

Body mass index is weight (kg) divided by height (m) squared. Adult categories follow the World Health Organization cut-offs5: under 18.5 underweight, 18.5–24.9 healthy, 25–29.9 overweight, 30 and above obese. BMI is a population screen, not a measure of body fat or individual health.

BMR — three formulas

The default is the Mifflin-St Jeor equation1, chosen because a systematic review found it the most accurate predictive equation for resting metabolic rate in healthy adults without a body-fat measurement.3 The Revised Harris-Benedict equation2 is offered for comparison. Katch-McArdle4 is available when you supply a body-fat percentage, since it is based on lean body mass and can be more accurate for atypical body composition.

TDEE and its components

Total daily energy expenditure is BMR multiplied by a standard activity factor (1.2 sedentary to 1.9 very active). The component breakdown splits TDEE into BMR, non-exercise activity (NEAT), exercise activity (EAT), and the thermic effect of food (TEF). TEF is estimated from macronutrients — protein has the highest thermic effect, then carbohydrate, then fat.6 The NEAT/EAT split is an illustrative estimate, not a measurement.

Calorie targets and the planner

Weight-loss and gain targets apply a deficit or surplus to TDEE, using the approximation of roughly 7,700 kcal per kilogram of body weight. This rule is a useful planning heuristic, not a fixed law — real energy balance is more dynamic.8 The planner recomputes BMR and TDEE every week as your weight changes, and never sets a weight-loss target below your BMR.

Metabolic adaptation (optional)

The planner can optionally model adaptive thermogenesis — the additional fall in metabolic rate during sustained dieting, beyond what weight loss alone predicts.7 We cap this at a modest 8% and ramp it in over weeks, because the effect is real but commonly overstated; the evidence puts it in the range of roughly 100–150 kcal for a typical dieter, not enough to erase a sensible deficit.

Honest limits

Every output here is an estimate. Predictive equations approximate; individual metabolism varies with genetics, hormones, sleep, and measurement error in how accurately food and activity are tracked. Use these numbers as a starting point, track what actually happens, and adjust — which is exactly what the tracker is for. None of this is medical advice.

// references

  1. Mifflin MD, St Jeor ST, Hill LA, Scott BJ, Daugherty SA, Koh YO. A new predictive equation for resting energy expenditure in healthy individuals. Am J Clin Nutr. 1990;51(2):241–247. https://doi.org/10.1093/ajcn/51.2.241
  2. Roza AM, Shizgal HM. The Harris–Benedict equation reevaluated: resting energy requirements and the body cell mass. Am J Clin Nutr. 1984;40(1):168–182. https://doi.org/10.1093/ajcn/40.1.168
  3. Frankenfield D, Roth-Yousey L, Compher C. Comparison of predictive equations for resting metabolic rate in healthy nonobese and obese adults: a systematic review. J Am Diet Assoc. 2005;105(5):775–789. https://doi.org/10.1016/j.jada.2005.02.005
  4. Katch FI, McArdle WD. Nutrition, Weight Control, and Exercise. Lea & Febiger; 1977. (Lean-body-mass basis of the Katch-McArdle resting metabolic rate estimate.)
  5. World Health Organization. Physical status: the use and interpretation of anthropometry. WHO Technical Report Series 854. Geneva: WHO; 1995. (Source of adult BMI cut-offs: <18.5 underweight, 18.5–24.9 healthy, 25–29.9 overweight, ≥30 obese.) https://www.who.int/publications/i/item/9241208546
  6. Westerterp KR. Diet induced thermogenesis. Nutr Metab (Lond). 2004;1:5. (Thermic effect of food by macronutrient: protein highest, then carbohydrate, then fat.) https://doi.org/10.1186/1743-7075-1-5
  7. Müller MJ, Bosy-Westphal A. Adaptive thermogenesis with weight loss in humans. Obesity (Silver Spring). 2013;21(2):218–228. (Magnitude of metabolic adaptation beyond predicted loss.) https://doi.org/10.1002/oby.20027
  8. Hall KD, et al. Energy balance and its components: implications for body weight regulation. Am J Clin Nutr. 2012;95(4):989–994. (Dynamics of energy balance; the simple ~7700 kcal/kg rule is an approximation, not a fixed law.) https://doi.org/10.3945/ajcn.112.036350
Citations link to DOIs or publisher pages where available. If you find an error, please tell us.

// related