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Calculation Methods

Bayley-Pinneau: adult-height prediction from bone age and its limits

Quick answer

A source-linked guide to what Bayley-Pinneau uses, why its result is an estimate rather than a promise, and where early or delayed maturation can affect interpretation.

Child Growth Editorial TeamAugust 4, 2026 2 min read

Bayley-Pinneau combines current stature with skeletal age from a hand-wrist radiograph to estimate adult height. It does not reveal a fixed future height. The result depends on the reference sample, measurement quality and bone-age interpretation.

This page is educational. Whether an X-ray is appropriate and how skeletal age should be interpreted are clinical decisions for a pediatrician or pediatric endocrinologist.

What the method does

The original tables estimate the proportion of adult stature attained at a given skeletal age assessed with the Greulich-Pyle hand standards. That proportion is read alongside current height. The foundational source is the 1952 Bayley and Pinneau paper.

Input quality matters:

  • Height should be measured with a calibrated stadiometer and standard technique.
  • Bone age needs an appropriate image and a trained reader.
  • Chronological age, sex and maturation context must be considered together.
  • The output should be shown with uncertainty, not as one guaranteed number.

Why it is not a stand-alone decision tool

Prediction models can systematically over- or underestimate adult height in different populations. A longitudinal comparison during normal puberty found that outlying predictions remain possible and urged caution in counselling. Read the method comparison.

Studies in constitutional delay of growth and puberty also show that Bayley-Pinneau can overestimate adult height in some delayed maturers. "Delayed bone age means definite extra growth" is therefore not a safe automatic conclusion. Review the validation cohort.

A safer sequence for families

  1. Place current height on an age- and sex-specific percentile or z-score chart.
  2. Read annual growth velocity and curve direction, not one measurement.
  3. Estimate the genetic target range from parental heights.
  4. If bone age was clinically indicated, use Bayley-Pinneau as added context.
  5. Treat material disagreement between methods as a reason for clinical review.

Our height-prediction guide compares Neyzi percentiles, Mid-Parental Height, Khamis-Roche and bone-age methods in one framework. A prediction must never be used to select, rank or exclude a child from sport.

When to seek clinical review

Seek pediatric or pediatric-endocrinology review for a marked downward crossing of the growth curve, unexpectedly low growth velocity, puberty-timing concerns, signs of chronic illness, or substantial disagreement between methods. Online prediction must not carry an urgent or diagnostic decision by itself.

Sources

Sources and citation

Sources directly linked in this edition

  1. 1952 Bayley and Pinneau paper · pubmed.ncbi.nlm.nih.gov
  2. Read the method comparison · pubmed.ncbi.nlm.nih.gov
  3. Review the validation cohort · pubmed.ncbi.nlm.nih.gov

General background reading

These topic-level references are provided for orientation; they do not substantiate every statement in the article.

Cite this page

Child Growth Editorial Team. “Bayley-Pinneau: adult-height prediction from bone age and its limits.” Child Growth, August 4, 2026. https://cocukgelisim.spor2030.com/en/blog/bayley-pinneau-method-limitations

In this series

Height Prediction & Growth guide

Frequently asked questions

Who is "Bayley-Pinneau: adult-height prediction from bone age and its limits" for?

It is written for families, coaches and clinicians who need a clear educational summary before deciding whether a pediatric evaluation is needed.

Does this article replace a pediatrician?

No. It is educational content. Diagnosis, treatment and urgent medical concerns should be handled by qualified clinicians.

What is the main takeaway?

A source-linked guide to what Bayley-Pinneau uses, why its result is an estimate rather than a promise, and where early or delayed maturation can affect interpretation.

When should families seek clinical advice?

Families should seek advice when growth velocity slows, percentiles change rapidly, puberty timing is unusual, symptoms persist, or nutrition concerns are present.

How should this content be used with calculators?

Use article context together with serial measurements and calculator warnings; do not make decisions from a single number.