Distortions in fetal growth standards
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Updated: Aug 15, 2026

Fetal Echocardiography and Pulsed-wave Doppler Ultrasound in a Rabbit Model of Intrauterine Growth Restriction
Published on: June 29, 2013
Insights
New fetal growth standards exclude non-survivors and account for early pregnancy bleeding, improving accuracy. These revised standards offer more precise measurements for premature neonates, reducing variability.
Area of Science:
- Perinatology
- Neonatal research
- Biostatistics
Background:
- Existing fetal growth standards include data from neonates who did not survive.
- These non-survivors are often growth-retarded, potentially skewing standard measurements.
- Maternal bleeding in early pregnancy can be misidentified as the last menstrual period, affecting gestational age assessment.
Purpose of the Study:
- To develop improved fetal growth standards using data exclusively from surviving infants.
- To address and correct for errors in gestational age determination caused by misidentified maternal bleeding.
- To create more accurate and reliable fetal growth references.
Main Methods:
- Analysis of existing fetal growth standards to identify errors.
- Development of new standards using data solely from surviving neonates.
- Application of the probability plot method to differentiate measurement clusters based on gestational age, correcting for misidentified maternal bleeding.
Main Results:
- New fetal growth standards were created using measurements from survivors only.
- The probability plot method successfully separated measurement clusters, identifying and excluding data influenced by misidentified early pregnancy bleeding.
- The new standards exhibit significantly smaller standard deviations around mean values compared to older standards.
Conclusions:
- Revised fetal growth standards based on survivors provide a more accurate representation of typical fetal development.
- Correcting for misidentified last menstrual periods through probability plotting enhances gestational age accuracy.
- The reduced variability in the new standards offers a more precise tool for clinical assessment of fetal growth.
Abstract:
The study analyzed several errors incorporated in widely used fetal growth standards. Such standards contain measurements from many infants who died as neonates. The present study found many of these nonsurvivors to be growth retarded so new standards were developed which contain only measurements from survivors. The study also found that weights and other body measurements of prematurely born neonates cluster at intervals consistent with maternal vaginal bleeding at monthly intervals in early pregnancy. Such bleeding is often mistaken for the last menstrual period. To avoid this error, the probability plot method was used to separate the clusters of measurements at each gestational age. The cluster with the lowest values at each gestational age was used as the data base for the new growth standards. Standard deviations from most mean values in the new growth standards are much smaller than are such deviations in the older standards.
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