Adequacy of Prenatal Care and Ensuing Maternal and Neonatal Severe Morbidity and Mortality
Zeenat Ladak, Jennifer A. Jairam, Sarah Swayze, Jennifer Shuldiner, Olesya Falenchuk, Richard Volpe, Noah M. Ivers, Joel G. Ray

Abstract
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
- —Data Sciences Institute, University of Toronto
- —Ontario Graduate Scholarship, Government of Ontario
Peer 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
TopicsGlobal Maternal and Child Health · Maternal and Perinatal Health Interventions · Maternal and fetal healthcare
A mother or her infant may face life‐threatening events during childbirth or shortly thereafter, which may be preventable [1]. Adequacy of prenatal care is one determinant of maternal and newborn outcomes [2]. This study assessed whether adequacy of prenatal care is associated with maternal and newborn morbidity and mortality after birth.
This population‐based, retrospective cohort study was completed using deidentified healthcare datasets, linked using unique encoded identifiers at ICES (Table S1). Included were hospital‐based singleton livebirths and stillbirths from 20 to 42 weeks' gestation, in Ontario, Canada, from April 1, 2012, to March 31, 2020 (Table S2).
Study variables were chosen a priori (Figure S1). The exposure was adequacy of prenatal care, determined using the Revised‐Graduate Prenatal Care Utilisation Index (R‐GINDEX), which includes the number of prenatal visits, newborn gestational age, and initiation of first‐trimester care [2]. It reflects adequacy on a five‐level scale: no care, inadequate, intermediate, adequate (reference), and intensive care. The primary maternal outcome was a validated composite of any severe maternal morbidity and mortality (SMM‐M) from the mother's delivery hospitalisation date and up to 42 days thereafter [3]. The primary infant outcome was a validated composite of any severe neonatal morbidity and mortality (SNM‐M) from the infant's birth and up to 27 days thereafter (Table 1) [4].
Mean values and proportions of baseline variables were contrasted using standardised differences. Modified Poisson regression with generalised estimating equations generated unadjusted and adjusted relative risks (aRR) for SMM‐M and SNM‐M, respectively, comparing the five‐level exposure group of adequacy of prenatal care. The maternal assessment was among all livebirths and stillbirths, while the neonatal assessment was limited to livebirths. Additional analyses were conducted for the outcomes of non‐fatal severe maternal morbidity (SMM) and severe neonatal morbidity (SNM), and also for maternal and neonatal mortality. Analyses were performed using SAS version 9.4 software.
Among 955 814 births, 950 757 (99.5%) were livebirths (Figure S2). A total of 924 773 (96.8%) pregnancies had sufficient prenatal care (mean age 30.9 years), while 31 041 (3.2%) did not (mean age 27.9 years) (Table S3 and Table S4).
SMM‐M occurred among 27 757 (2.9%) women. Relative to receipt of adequate prenatal care, those with no care had an aRR of SMM‐M of 1.42 (95% CI 1.13–1.77) (Table 1). Women with inadequate (aRR 1.08, 95% CI 1.01–1.15) and intensive (aRR 1.04, 95% CI 1.00–1.06) care also had a somewhat higher risk of SMM‐M.
SNM‐M occurred among 64 613 (6.8%) liveborn infants. Compared to newborns of women who received adequate care, those receiving no prenatal care had the greatest aRR of SNM‐M (1.60, 95% CI 1.40–1.83) (Table 1).
The results for non‐fatal SMM and SNM were similar to those seen for SMM‐M and SNM‐M (Table S5). The results for maternal and neonatal mortality followed similar, but more pronounced, patterns (Table S6).
Within a universal healthcare system with complete population‐wide datasets, women without prenatal care and their infants had higher associated risks of severe morbidity and death. A study from Manitoba, Canada, found insufficient prenatal care to be associated with higher odds of stillbirth, preterm birth, small‐for‐gestational‐age birthweight, and admission to the neonatal intensive care unit [5]. The current study demonstrated that women receiving intensive prenatal care had a marginally higher associated rate of morbidity, but their infants did not. The former may be due to confounding by indication, as high‐risk pregnancies are more likely to receive multiple prenatal care visits but may remain vulnerable to maternal complications. Among identified at‐risk women, such as those with pre‐pregnancy comorbid conditions, the association between the intensity of prenatal care and SMM‐M, SNM‐M and other outcomes could be evaluated using a propensity‐score weighted analysis.
Prenatal care using the R‐GINDEX is primarily based on the number of prenatal visits and does not consider the quality of care [2]. Potential confounders, including obesity and smoking status, were unavailable. In addition, we excluded pregnancies ending before 20 weeks, which may be correlated with insufficient prenatal care.
Life‐threatening maternal and newborn morbidity is more apparent among those with little to no prenatal care. Future research and public health programmes should focus on improving access to prenatal care and the quality of that care.
Author Contributions
Z.L., J.G.R. and N.M.I. contributed to the conception and design of the work. Z.L. and S.S. contributed to the acquisition, analysis and cleaning of data. Z.L. drafted the manuscript. All of the authors revised the manuscript and approved the final version to be published.
Funding
Z.L. was funded by the Ontario Graduate Scholarship. This research was supported by the Data Sciences Institute at the University of Toronto (DSI‐DAGY3R1P07) and by ICES, which is funded by an annual grant from the Ontario Ministry of Health (MOH) and the Ministry of Long‐Term Care (MLTC). The opinions, results and conclusions reported in this paper are those of the authors and are independent from the funding sources. No endorsement by ICES, the MOH or MLTC is intended or should be inferred. N.M.I. is supported by a Canada Research Chair in Implementation of Evidence‐based Practice and by the Department of Family and Community Medicine at Women’s College Hospital and the University of Toronto.
Conflicts of Interest
The authors declare no conflicts of interest.
Supporting information
Data S1: bjo70119‐sup‐0001‐Supinfo.docx.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1J. A. Jairam , S. N. Vigod , A. Siddiqi , et al., “Neighborhood Income Mobility and Risk of Neonatal and Maternal Morbidity,” JAMA Network Open 6, no. 5 (2023): e 2315301.37219900 10.1001/jamanetworkopen.2023.15301 PMC 10208146 · doi ↗ · pubmed ↗
- 2G. R. Alexander and M. Kotelchuck , “Quantifying the Adequacy of Prenatal Care: A Comparison of Indices,” Public Health Reports 111 (1996): 408–418.8837629 PMC 1381783 · pubmed ↗
- 3S. Dzakpasu , P. Deb‐Rinker , L. Arbour , et al., “Severe Maternal Morbidity Surveillance: Monitoring Pregnant Women at High Risk for Prolonged Hospitalisation and Death,” Paediatric and Perinatal Epidemiology 34, no. 4 (2020): 427–439.31407359 10.1111/ppe.12574 PMC 7383693 · doi ↗ · pubmed ↗
- 4C. R. M. Nelson , J. G. Ray , N. Auger , et al., “Neonatal Adverse Outcomes Among Hospital Livebirths in Canada: A National Retrospective Study,” Neonatology 122 (2024): 1–8.39173602 10.1159/000540559 PMC 11809516 · doi ↗ · pubmed ↗
- 5M. I. Heaman , P. J. Martens , M. D. Brownell , M. J. Chartier , S. A. Derksen , and M. E. Helewa , “The Association of Inadequate and Intensive Prenatal Care With Maternal, Fetal, and Infant Outcomes: A Population‐Based Study in Manitoba, Canada,” Journal of Obstetrics and Gynaecology Canada 41, no. 7 (2019): 947–959.30639165 10.1016/j.jogc.2018.09.006 · doi ↗ · pubmed ↗
