Association between Infant Birth Size Classification and Development of Morbidities in the Neonatal Intensive Care

A Nicole Ferguson1, Marion Granger Howard1, Kevin B Gittner1,2

  • 1School of Data Science and Analytics, Kennesaw State University, Kennesaw, Georgia, USA.

Neonatology
|December 14, 2025
PubMed

Insights

Birth size impacts prematurity morbidities differently. Small for gestational age (SGA) infants face higher risks for chronic lung disease (CLD) and severe retinopathy of prematurity (sROP), while large for gestational age (LGA) infants show varied associations. Severe intraventricular hemorrhage (sIVH) was rarely linked to birth size.

Area of Science:

  • Neonatalogy
  • Perinatal Medicine
  • Pediatric Critical Care

Background:

  • Morbidities of prematurity (CLD, sROP, sIVH, sNEC) are often studied together, potentially masking distinct risk factors.
  • Gestational age (GA) and birth size are critical determinants of neonatal outcomes.

Purpose of the Study:

  • To assess the association between birth size metrics (weight, length, head circumference) and specific morbidities in preterm infants.
  • To stratify these associations by gestational age (GA) and relevant covariates.

Main Methods:

  • Utilized data from the Pediatrix Clinical Data Warehouse (2013-2018) for GAs with >=1% morbidity.
  • Classified birth size as small (SGA), appropriate (AGA), or large (LGA) for GA using Olsen curves.
  • Employed logistic regression to calculate odds ratios (ORs) and 95% confidence intervals (CIs), adjusting for specific covariates.

Main Results:

  • Small for gestational age (SGA) weight increased odds of CLD (OR: 1.6-2.9) and sROP (OR: 1.7-3.6) across most GAs, and sNEC (OR: 1.6-1.8) in at least half.
  • Large for gestational age (LGA) weight decreased CLD odds in some GAs and increased sIVH odds only at 27 weeks GA.
  • Birth length and head circumference showed similar trends to birth weight.

Conclusions:

  • Chronic lung disease (CLD) and severe retinopathy of prematurity (sROP) show consistent associations with GA and birth size.
  • Severe necrotizing enterocolitis (sNEC) association with birth size varied across GAs.
  • Severe intraventricular hemorrhage (sIVH) demonstrated minimal association with birth size in this cohort.
Abstract

Related Concept Videos

Regression Toward the Mean01:52

Regression Toward the Mean

Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
6.8K
Bias in Epidemiological Studies01:29

Bias in Epidemiological Studies

Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:  
1.2K
Classification of Illness01:17

Classification of Illness

The meaning of illness is individualized to each person who experiences an alteration in health. In contrast, disease is a medical term indicating a pathological change in the structure and function of the body or mind. It is a condition that has specific symptoms and boundaries.
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
8.5K