Reexamining the effects of gestational age, fetal growth, and maternal smoking on neonatal mortality
Open Access
- 1 December 2004
- journal article
- Published by Springer Nature in BMC Pregnancy and Childbirth
- Vol. 4 (1) , 22
- https://doi.org/10.1186/1471-2393-4-22
Abstract
Background: Low birth weight (<2,500 g) is a strong predictor of infant mortality. Yet low birth weight, in isolation, is uninformative since it is comprised of two intertwined components: preterm delivery and reduced fetal growth. Through nonparametric logistic regression models, we examine the effects of gestational age, fetal growth, and maternal smoking on neonatal mortality. Methods: We derived data on over 10 million singleton live births delivered at ≥ 24 weeks from the 1998–2000 U.S. natality data files. Nonparametric multivariable logistic regression based on generalized additive models was used to examine neonatal mortality (deaths within the first 28 days) in relation to fetal growth (gestational age-specific standardized birth weight), gestational age, and number of cigarettes smoked per day. All analyses were further adjusted for the confounding effects due to maternal age and gravidity. Results: The relationship between standardized birth weight and neonatal mortality is nonlinear; mortality is high at low z-score birth weights, drops precipitously with increasing z-score birth weight, and begins to flatten for heavier infants. Gestational age is also strongly associated with mortality, with patterns similar to those of z-score birth weight. Although the direct effect of smoking on neonatal mortality is weak, its effects (on mortality) appear to be largely mediated through reduced fetal growth and, to a lesser extent, through shortened gestation. In fact, the association between smoking and reduced fetal growth gets stronger as pregnancies approach term. Conclusions: Our study provides important insights regarding the combined effects of fetal growth, gestational age, and smoking on neonatal mortality. The findings suggest that the effect of maternal smoking on neonatal mortality is largely mediated through reduced fetal growth.Keywords
This publication has 25 references indexed in Scilit:
- The epidemiology of smoking during pregnancy: Smoking prevalence, maternal characteristics, and pregnancy outcomesNicotine & Tobacco Research, 2004
- On the importance—and the unimportance— of birthweightInternational Journal of Epidemiology, 2001
- A united states national reference for fetal growthPublished by Wolters Kluwer Health ,2001
- Errors in gestational age: evidence of bleeding early in pregnancy.American Journal of Public Health, 1999
- Does gestational age in combination with birthweight provide better statistical adjustment of neonatal mortality rates than birthweight alone?Paediatric and Perinatal Epidemiology, 1997
- Regression Using Fractional Polynomials of Continuous Covariates: Parsimonious Parametric ModellingJournal of the Royal Statistical Society Series C: Applied Statistics, 1994
- Birth weight and perinatal mortality: the effect of gestational age.American Journal of Public Health, 1992
- An analysis of gestational age, neonatal size and neonatal death using nonparametric logistic regressionJournal of Clinical Epidemiology, 1990
- Revised U.S. Certificate of Birth—New Opportunities for Research on Birth OutcomeBirth, 1989
- Robust Locally Weighted Regression and Smoothing ScatterplotsJournal of the American Statistical Association, 1979