Evidence map›Paper›PMID 42354231›Full record

ArticleInternational journal of environmental research and public health2026

Maternal Healthcare Access and Childbirth Outcomes in Rural, Resource-Limited Settings: Evidence from the Eastern Cape, South Africa.

Aphilile Mdume, Kedibone Petunia Maake, Zisiwe Mahlati, Xolelwa Ntlongweni

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Aphilile MdumeSchool of Public Health, Walter Sisulu University, Mthatha 5117, South Africa.ORCID 0009-0002-7261-1807
Kedibone Petunia MaakeSchool of Public Health, Walter Sisulu University, Mthatha 5117, South Africa.ORCID 0000-0002-5622-2839
Zisiwe MahlatiSchool of Public Health, Walter Sisulu University, Mthatha 5117, South Africa.ORCID 0009-0000-0524-7131
Xolelwa NtlongweniSchool of Public Health, Walter Sisulu University, Mthatha 5117, South Africa.ORCID 0000-0001-5549-3752

Funding

South African Medical Research Council 57035
6 · The paper itself

Abstract

backgroundMaternal healthcare access is a critical determinant of women's and neonatal health, especially in rural areas of low- and middle-income countries. Despite high reported utilization in South Africa, rural communities continue to experience adverse childbirth outcomes.

objectiveTo evaluate the association between maternal healthcare access and childbirth outcomes in Ingquza Hill Local Municipality, Eastern Cape Province of South Africa.

methodsA cross-sectional study was conducted among 213 pregnant and postpartum women receiving maternal healthcare services at St Elizabeth Hospital, a regional referral hospital serving multiple primary healthcare clinics across the municipality. Data were collected using structured questionnaires and maternity access indicators (including ANC attendance, timing of first ANC visit, number of visits, physical accessibility, and place of delivery), and childbirth outcomes. Logic regression analyses were performed to identify associations between access indicators and unfavorable childbirth outcomes.

resultsUtilization of maternal healthcare services was high, with 96% of participants reporting ANC attendance, 92% receiving skilled care during pregnancy, and 91% delivering in a health facility. Unfavorable childbirth outcomes were observed in 12% of participants. Conventional indicators of maternal healthcare access, including ANC attendance, number of visits, physical accessibility, and place of delivery, were not statistically associated with childbirth outcomes in regression analyses. However, initiation of antenatal care was notably delayed, with a mean gestational age at first ANC visit of 21.7 weeks. The limited number of adverse outcomes constrained statistical power to detect modest associations.

conclusionsHigh maternal healthcare utilization alone did not ensure improved childbirth outcomes in this rural setting. Delayed initiation of antenatal care emerged as a critical gap that may limit the effectiveness of subsequent care, highlighting the limitations of coverage-based access indicators. Strategies to improve maternal and neonatal outcomes should prioritize early antenatal engagement, quality and continuity of care, and move beyond utilization metrics toward measures of effective coverage in rural and resource-limited contexts.

Indexed as

Health Services AccessibilityMaternal Health ServicesParturitionAccess to Primary CareAdultCross-Sectional StudiesDelivery, ObstetricFemaleHumansPregnancyPregnancy OutcomeResource-Limited SettingsRural PopulationSouth AfricaYoung Adultantenatal carechildbirth outcomesmaternal healthcare accessneonatal healthrural healthSouth Africawomen’s health

Identifiers

PMID42354231
PMCPMC13299366

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.