Smoking During Pregnancy and Its Association with Maternal Health Among Women of Reproductive Age in Alabama: An Analysis Using the Three Delays Model and PRAMS Phase 8 Data
John Kwame Duah

TL;DR
This study in Alabama finds that barriers to prenatal care, not smoking alone, are key predictors of poor maternal health outcomes during pregnancy.
Contribution
The study applies the Three Delays Framework to show that informational and system barriers, rather than smoking, are stronger predictors of maternal health outcomes.
Findings
Informational barriers were a significant predictor of adverse maternal health outcomes (OR = 2.42, p < 0.001).
System-level barriers also predicted poor maternal outcomes (OR = 1.77, p = 0.047).
Prenatal smoking was not significantly associated with poor maternal health after adjusting for barriers.
Abstract
Background/Objectives: Smoking during pregnancy endangers maternal and infant health outcomes, posing significant risks such as preterm birth and developmental complications. Applying the Three Delays Framework, this study examines how smoking behaviors impact maternal health in Alabama, focusing on barriers to prenatal care. Methods: This cross-sectional study utilized PRAMS Phase 8 data collected from 2016 to 2021, comprising 533 observations from the Alabama Department of Public Health. Prenatal care barriers were categorized into three domains: seeking, reaching, and receiving care. Analyses included descriptive statistics, hierarchical clustering of barrier items, derivation of an informational barrier latent score using item-response theory (θ_info), and multivariable logistic regression adjusted for age, race/ethnicity, income, and BMI. Results: Multivariable logistic regression…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGestational Diabetes Research and Management · Health disparities and outcomes · Pregnancy-related medical research
