Internal Consistency of the Hadlock Estimated Fetal Weight Reference: Methodological Analysis

OBJECTIVE: To assess the internal consistency of the Hadlock normal range for estimated fetal weight (EFW) and its clinical implications. DESIGN: Methodological analysis and retrospective observational audit. SETTING: Tertiary maternity hospital in Oxford, UK. POPULATION: Women with a non-anomalous singleton pregnancy. METHODS: Reanalysis of the original Hadlock reference EFW chart using functional data analysis (FDA) and penalised functional regression (PFFR-GAM), and systematic bias assessment across gestation. Retrospective EFW centile analysis in a population of pregnancies undergoing a growth scan between 35 + 0 and 36 + 6 weeks, calculating the EFW centile using both the published reference chart (chart-derived centile) and the reported regression equation (equation-derived centile). OUTCOME MEASURES: Agreement between chart-derived and equation-derived centiles and the corresponding differences in classification of fetuses below the 3rd and 10th centiles. RESULTS: There is a statistically significant disparity between the chart-derived and equation-derived centiles, most pronounced in the 3rd and 10th centiles where clinical implications are critical. The 3rd and 10th chart-derived centiles approximately correspond to the 1st and 6th equation-derived centiles. Conversely, the equation-derived 10th centile corresponds to the chart-derived 17th centile. In a population of 21 874 pregnancies undergoing a growth scan between 35 + 0 and 36 + 6 weeks, the chart classified 4.2% as below the 10th centile, compared with 7.2% using the equation, with an absolute difference of 3.0% (95% CI 2.8%-3.3%; McNemar's test; p < 0.001). Also, the chart classified 0.8% under the 3rd centile, compared with 2.3% using the equation, with an absolute difference of 1.5% (95% CI 1.3%-1.7%; McNemar's test; p < 0.001). CONCLUSION: Systematic disparity exists between the published chart- and equation-derived centiles in the original Hadlock growth reference. The equation-derived centiles are closer to the expected nominal proportions of our population, whereas the chart-derived centiles significantly underestimate the incidence of small for gestational age.

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Journal
BJOG An International Journal of Obstetrics & Gynaecology
Published
2026-06-30
DOI
https://doi.org/10.1111/1471-0528.70296
Primary Topic
Pregnancy and preeclampsia studies
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article
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article

Internal Consistency of the Hadlock Estimated Fetal Weight Reference: Methodological Analysis

C. Ioannou, Lawrence Impey, Theophilus Adu–Bredu, Clement Twumasi et al.
BJOG An International Journal of Obstetrics & Gynaecology
Pregnancy and preeclampsia studies
article

Internal Consistency of the Hadlock Estimated Fetal Weight Reference: Methodological Analysis

C. Ioannou, Lawrence Impey, Theophilus Adu–Bredu, Clement Twumasi, Sam Mathewlynn
article en

Abstract

OBJECTIVE: To assess the internal consistency of the Hadlock normal range for estimated fetal weight (EFW) and its clinical implications. DESIGN: Methodological analysis and retrospective observational audit. SETTING: Tertiary maternity hospital in Oxford, UK. POPULATION: Women with a non-anomalous singleton pregnancy. METHODS: Reanalysis of the original Hadlock reference EFW chart using functional data analysis (FDA) and penalised functional regression (PFFR-GAM), and systematic bias assessment across gestation. Retrospective EFW centile analysis in a population of pregnancies undergoing a growth scan between 35 + 0 and 36 + 6 weeks, calculating the EFW centile using both the published reference chart (chart-derived centile) and the reported regression equation (equation-derived centile). OUTCOME MEASURES: Agreement between chart-derived and equation-derived centiles and the corresponding differences in classification of fetuses below the 3rd and 10th centiles. RESULTS: There is a statistically significant disparity between the chart-derived and equation-derived centiles, most pronounced in the 3rd and 10th centiles where clinical implications are critical. The 3rd and 10th chart-derived centiles approximately correspond to the 1st and 6th equation-derived centiles. Conversely, the equation-derived 10th centile corresponds to the chart-derived 17th centile. In a population of 21 874 pregnancies undergoing a growth scan between 35 + 0 and 36 + 6 weeks, the chart classified 4.2% as below the 10th centile, compared with 7.2% using the equation, with an absolute difference of 3.0% (95% CI 2.8%-3.3%; McNemar's test; p < 0.001). Also, the chart classified 0.8% under the 3rd centile, compared with 2.3% using the equation, with an absolute difference of 1.5% (95% CI 1.3%-1.7%; McNemar's test; p < 0.001). CONCLUSION: Systematic disparity exists between the published chart- and equation-derived centiles in the original Hadlock growth reference. The equation-derived centiles are closer to the expected nominal proportions of our population, whereas the chart-derived centiles significantly underestimate the incidence of small for gestational age.

BJOG An International Journal of Obstetrics & Gynaecology
John Radcliffe Hospital (GB), University of Oxford (GB)
Good health and well-being
Openalex Percentile: Top 5%
Pregnancy and preeclampsia studies
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