Parents-Only Method▮ Method Comparison⏱ 12 min read• ±3.5 in target range

Child Height Predictor from Parents (Mid-Parental)

⚠ Educational genetics math — not medical advice

Mid-parental formulas are population statistics, not fortune-telling: the ±3.5 in target range covers about 90% of children, and the remaining 10% are normal children, not errors. Nothing here diagnoses growth conditions — a child tracking outside the family range belongs in a pediatrician's growth chart review.

PathInputsCore mathAccuracy
Standard mid-parental height (MPH)Best Practice

The only method that works before birth and the baseline every other method refines.

Mother + father heights (+ sex)Boy (mom + dad + 5) / 2 · Girl (mom + dad − 5) / 2±3.5 in target range (~90% of children)
Khamis-Roche extensionBest Practice (child born)

Once the child exists, parental math alone should always yield to this.

Child height + age + weight + both parentsBlend of child-size trajectory and MPHR² ≈ 0.93 clinical · ±2.6 in
Grandparental-corrected MPHSituational

A refinement, not a replacement — only meaningful when a grandparent is a statistical outlier.

MPH inputs + grandparent extremes (<5th or >95th pct)MPH nudged 0.5–1.0 in toward the extreme±3.0 in (narrowed only for extreme families)
Height-ratio folk rules (e.g. 'double dad')Deprecated

Superseded by the mother-only regression below, which at least quotes an honest error bar.

One parent's heightVarious internet heuristics±5–6 in or worse, unquantified
Grandparental correction (optional refinement)
Prediction confidence from data provided65%
Boy target height+5 in adj
177.8 cm 5′10.0″
90% range 169.0–186.7 cm · US men percentile 62th
Girl target height−5 in adj
165.1 cm 5′5.0″
90% range 156.3–174.0 cm · US women percentile 69th
PercentileBoy heightGirl height
10th170.9 cm (5′7.3″)158.2 cm (5′2.3″)
25th174.2 cm (5′8.6″)161.5 cm (5′3.6″)
50th (target)177.8 cm (5′10.0″)165.1 cm (5′5.0″)
75th181.5 cm (5′11.5″)168.8 cm (5′6.5″)
90th184.8 cm (6′0.7″)172.1 cm (5′7.7″)
Mother and child comparing heights against a wall

The Mid-Parental Height Formula (Based on Parents' Heights), Step by Step

The formula behind this child height predictor from parents has two lines of arithmetic and one non-negotiable rule about how to report the result. Run the steps in order — the trace block below recomputes live from whatever heights you entered above, so you can verify every intermediate number by hand:

  1. Measure both parents properly. Barefoot, morning, hard floor, wall behind the heels and shoulder blades, eyes level. Self-reported heights average 1–2 in above measured ones — the single largest error source in mid-parental math.
  2. Add the two heights. Units do not matter as long as they match; the calculator normalizes to inches internally.
  3. Apply the sex adjustment. Add 5 in (13 cm) for a boy, subtract 5 in for a girl. This is the average adult male–female gap compressed into one constant.
  4. Divide by 2. The result is the target height — the family mean for that child's sex.
  5. Always report ±3.5 in (±9 cm). The target is a distribution's center, not the child's destiny; roughly 9 in 10 children land inside the band.
Live worked example — recomputed from your inputs
$ midparental --mother 5′5.0″ --father 5′10.1″ --sex boy
> mother   65.0 in  (165.0 cm)
> father   70.1 in  (178.0 cm)
> sum      135.0 in
> sex adj  +5 in  →  140.0 in
> ÷ 2      70.0 in
= target   70.0 in  (5′10.0″ · 177.8 cm)
> range    66.5 – 73.5 in  (±3.5 in ≈ 90%)

Reading the trace: the sex-adjusted sum divided by two is the target; the final line is the honest answer. Swap the sex toggle above and watch step 4 flip the adjustment — the only difference between predicting a boy and a girl in this formula.

Three mistakes that corrupt mid-parental math

1 · Forgetting the sex adjustment

Averaging mom and dad with no ±5 in constant predicts a boy 2.5 in short and a girl 2.5 in tall. This is the most common hand-calculation error — and the reason two sites can disagree on the same parents.

2 · Using self-reported heights

"I'm 5′10″" often measures 5′8.5″. Each inflated parent shifts the target up ~1 in and builds false disappointment into the child's future. Re-measure both adults, once, properly.

3 · Quoting the target without the band

"Your son will be 6′1″" is a claim. "6′1″ ±3.5 in, covering ~90%" is a statistic. The first version is why mid-parental predictions get called wrong when a healthy child lands 3 in off-center.

Beyond the Average: The Khamis-Roche Extension

Mid-parental math has one structural blind spot: it never looks at the child. Two siblings from the same parents carry identical mid-parental targets yet routinely finish 3–4 in apart, because each child's own growth trajectory carries real information. The Khamis-Roche method (1994) closes that gap by blending the child's current size-for-age with the parental target — no X-ray required. The accuracy jump is the largest single upgrade available without clinical equipment:

MPH alone (parents only)R² ≈ 0.55

±3.5 in range · works before birth · ignores the child entirely

Khamis-Roche (child + parents)R² ≈ 0.93

±2.6 in · needs the child's height, age (and weight in the clinical tables)

The practical rule: run mid-parental math for the family ceiling, then let it hand over to child-inclusive methods the moment the child has measurable data. The child height predictor calculator runs exactly that handover automatically from age 4 onward, and in "Child already born" mode above you can watch the blend respond to the child's height in real time.

Genetics Beyond MPH — The Grandparental Correction

Height is polygenic, and a family's genetic ceiling can hide in grandparents who never met their growth potential. The correction rule: when a grandparent's adult height sits below the 5th or above the 95th percentile for their sex, nudge the mid-parental target 0.5–1.0 in toward that extreme. Three worked examples show when the rule earns its keep — and when it double-counts:

The 6′5″ grandfather

Setup: Mom 5′4″ (64 in), Dad 5′9″ (69 in) → MPH boy = 69 in. Paternal grandfather 6′5″ (77 in, >99th pct).

Correction: Nudge +1.0 in toward the extreme for the outlier grandparent → 70 in.

Why: Recessive-height alleles hiding in the family can surface in grandchildren; the correction acknowledges the fat right tail without pretending the boy is guaranteed 6′5″.

The 4′11″ grandmother

Setup: Mom 5′6″ (66 in), Dad 6′0″ (72 in) → MPH girl = 66.5 in. Maternal grandmother 4′11″ (59 in, <1st pct).

Correction: Nudge −0.5 to −1.0 in → 65.5–66 in for a daughter.

Why: An extreme-short grandparent widens the downward tail. The correction is smaller than the tall-side case because severe shortness more often reflects nutrition or a medical history than heritable potential.

Ordinary grandparents

Setup: All four grandparents between the 25th and 75th percentile for their generation.

Correction: No correction — keep MPH at 0 in adjustment.

Why: The correction only exists for statistical outliers. Applying nudges for ordinary family variation double-counts variance the ±3.5 in band already covers.

Extended family of grandparents, parents and children together

Future Child Height: The Preconception Scenario

Parents-to-be are the natural users of a child height predictor from parents, because a pregnancy is the one situation where the parents' heights are the only data that exists. The Future-child mode above renders the full probability distribution rather than a single target: the 50th percentile row is the mid-parental target, and the 10th–90th rows trace the range that statistically covers 8 in 10 children. Two reading rules keep the output honest. First, the boy and girl rows differ by exactly the 5 in sex constant — there is no other boy-girl asymmetry in the math. Second, the distribution assumes a well-nourished pregnancy; significant maternal malnutrition or chronic disease during gestation shifts population outcomes, though individual in-utero effects on final height are smaller than folklore suggests.

💡 What if one parent is adopted?

With one unknown biological parent, substitute the known parent's ancestry-matched population median for the missing height, then double the band: quote ±5 in instead of ±3.5. That is statistically equivalent to adding uncertainty for the missing variable — and it is why the calculator offers mother-only and father-only fallbacks rather than refusing to run.

Heritability Deep-Dive: Why the Formula Works, and Where It Breaks

Mid-parental math is only defensible because height is among the most heritable human traits: twin and family studies put additive genetics at roughly 80% of adult-height variance in well-nourished populations. The remaining 20% is why identical formulas produce different children — and why the ±3.5 in band is a feature, not a hedge. The decomposition below shows where the environmental variance actually lives:

Additive genetics~80%

Twin and family studies converge on ~80% heritability of adult height in well-nourished populations.

Nutrition (protein, calcium, chronic deficit)~6%

The main reason populations grow taller across generations without gene changes.

Sleep & growth-hormone pulsatility~4%

GH is secreted mostly in deep sleep; chronic short sleep measurably slows childhood growth.

Chronic disease & medications~6%

Celiac disease, renal disease, asthma steroids — the largest single environmental shifter.

Exercise & psychosocial stress~4%

Exercise type shifts timing more than final height; chronic stress delays puberty and can cost height.

The twin data makes the heritability concrete: identical twins reared together typically finish within about 1 inch of each other, while full siblings — who share only half their genes — differ by up to 4 inches or more. Both grew up in the same house with the same parents; the gap between 1 in and 4 in is what the genetic component alone explains. Five environmental factors do the rest of the shifting: chronic disease (the largest single mover — untreated celiac disease alone can cost inches), puberty timing (early maturation trades final height for earlier growth), sustained undernutrition, chronically short sleep during peak growth years, and the type of training load in adolescent athletes. None of these appear in the formula — which is exactly why the formula needs its band.

Six Family Scenarios — Which Path Applies to Yours

Two tall parents (both > 90th percentile)

Trust MPH — but expect regression

When both parents sit at the 92nd percentile, MPH lands near the 90th too — but height regresses toward the mean, so children of two very tall parents typically finish slightly below the parental average. The correct expectation: inside the MPH target range, nearer its upper half, rarely above both parents.

Two short parents (both < 10th percentile)

Trust MPH — upward surprises allowed

The mirror case: two parents below the 10th percentile produce children who, more often than intuition suggests, out-measure both of them. Regression to the mean works in both directions. If the child is healthy and tracking the family channel, small upward drift is ordinary — not a growth spurt to celebrate medically.

One tall parent, one short parent

MPH most informative

When parents straddle the median, the mid-parental target does real work: it tells you whether the child's current percentile is a plausible family outcome. A 25th-percentile child in this family is unremarkable; the same child between two 90th-percentile parents would warrant a second look at the growth chart.

Adoptive parents — bio-family unknown

MPH unavailable

Without biological parents' heights, mid-parental math is impossible — adoptive heights carry no genetic signal. The honest substitutes: the population median for the child's ancestry if known, plus percentile-channel monitoring from age 2. A child who tracks one channel from 24 months onward is self-predicting better than any formula.

Same-sex couple using donor gamete

Use the gamete provider

Genetics come from the egg or sperm provider, not both partners. Run MPH with the donor's height and the gamete-contributing parent's height if biologically related; if neither partner is genetic, use one known height plus the donor height. Sperm-bank and egg-donor catalogs list provider height precisely so this calculation is possible.

Surrogacy with a donor embryo

Surrogate height is irrelevant

A common misconception: the surrogate's height does not enter the prediction at all. The embryo's genetics are the egg provider and sperm provider. Run standard MPH on those two adults' heights; the gestational carrier influences the pregnancy environment, not the child's target height.

When You Don't Know Both Heights

Mother-only prediction (three fallbacks)

Single-parent families, donor-conceived children with an anonymous provider, and estranged co-parents all hit the same wall: one known height, one unknown. Three fallbacks, honestly ranked by confidence:

1 · Sex-adjusted maternal regression±5 in

girl ≈ mother + 2.5 in · boy ≈ mother + 5.5 in

Uses the average between-sex and within-sex gaps. Works with nothing but one tape measurement — and pays for it with the widest band on this page.

2 · Maternal-family mean±4.5 in

mean(mother, maternal grandmother, maternal grandfather) · boys +3 in · girls −0.5 in

Reconstructs a pseudo-mid-parental target from the mother's side. Adds real information when the maternal family is unusually tall or short.

3 · Known biological father from any record±3.5 in

standard MPH with the recorded height (donor catalog, prior measurement, military record)

If a real number exists anywhere, use it and standard mid-parental confidence is restored. Verify the record is a measured height, not a self-report.

💡 Tip: measure yourself like a clinician

Morning, barefoot, heels to the wall, shoulder blades and buttocks touching, eyes level (Frankfort plane), flat rigid headboard pressed down. Measure twice and average. Adults shrink ~0.3 in across the day, and self-reports drift high — the two cheapest fixes in all of parents-based prediction.

⚠️ Warning: population framing

The 5 in sex constant and the percentile anchors come from US/European cohorts. East Asian adult medians sit 3–4 in lower, so the same target maps to a higher percentile there. The family math is unaffected — only the ranking against the reference population shifts.

❌ Don't: assume linear inheritance

"Tall parents always make tall kids" ignores regression to the mean — the statistical pull of extreme parents toward moderately tall children. Two 6′4″ parents most often produce a 6′0″–6′2″ son, not another 6′4″.

FAQ — Child Height Predictor from Parents

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