Evidence map›Paper›PMID 42032928›Full record

ArticleJournal of pregnancy2026

Left Behind After Birth: A Cross-Sectional Analysis of Factors Associated With Postnatal Care Use in Sub-Saharan Africa.

Alex Bawuah, Michael Sarfo, Linus Baatiema, Francis Appiah, Sanni Yaya

Abstract read
In one paragraph

Article in Journal of pregnancy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Alex BawuahSchool of Global Studies, Faculty of Social Science, University of Sussex, Brighton, UK, sussex.ac.uk.ORCID https://orcid.org/0000-0003-4603-5789
Michael SarfoSchool of Human and Health Sciences, University of Huddersfield, Huddersfield, UK, hud.ac.uk.ORCID https://orcid.org/0000-0001-7380-1608
Linus BaatiemaGhana Health Service, Upper West Regional Health Directorate, Wa, Ghana, ghanahealthservice.org.ORCID https://orcid.org/0000-0002-8668-4671
Francis AppiahSchool of Graduate Studies, Lingnan University, Tuen Mun, Hong Kong, China, ln.edu.hk.ORCID https://orcid.org/0000-0003-1465-5211
Sanni YayaThe George Institute for Global Health, Imperial College London, London, UK, imperial.ac.uk.ORCID https://orcid.org/0000-0002-4876-6043

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGlobal commitment towards improving maternal and newborn health outcomes is pronounced, yet this is yielding little results as gaps in postnatal care (PNC) coverage persist across sub-Saharan Africa (SSA). Low uptake of PNC partly contributes to preventable maternal and neonatal morbidity and mortality within the early days after birth. A better understanding of the individual, systemic and contextual factors influencing PNC uptake is vital for shaping effective policies and targeted interventions. This study explores the prevalence and factors associated with PNC utilisation among women and newborns across 27 SSA countries, aiming to identify key factors influencing service uptake to inform targeted interventions.

methodsWe used data from the Demographic and Health Surveys (2015-2024), including 136,721 women aged 15-49 who had a live birth within 2 years of the survey. Andersen's behavioural model guided the selection of predisposing, enabling and need factors. Multivariable logistic regression was employed to identify determinants of PNC utilisation for both mothers and newborns, adjusting for sampling design.

resultsThe overall prevalence of PNC utilisation was 75.24% for mothers and 79.37% for children. PNC coverage varied significantly across countries, with the highest maternal utilisation in Ghana (94.9%) and the lowest in Malawi (47.5%). For newborns, coverage ranged from 96.7% in South Africa to 43.1% in Ethiopia. Significant factors associated with PNC uptake included caesarean delivery (AOR = 3.64; 95% CI: 3.33-3.98), four or more antenatal visits (AOR = 1.24; 95% CI: 1.20-1.29), higher maternal education (AOR = 1.32; 95% CI: 1.17-1.49), health insurance, employment status and frequent media exposure. Conversely, women with unintended pregnancies and limited access to health information were less likely to utilise PNC services.

conclusionPNC utilisation in SSA remains suboptimal and uneven. Addressing barriers related to education, healthcare access, media exposure and financial protection is essential to improving postnatal outcomes. Targeted, context-specific strategies are needed to accelerate progress towards achieving Sustainable Development Goal 3 in the region.

Indexed as

Patient Acceptance of Health CarePostnatal CareAdolescentAdultAfrica South of the SaharaCross-Sectional StudiesFemaleHealth Services AccessibilityHumansInfant, NewbornMiddle AgedPregnancyYoung Adultantenatal carechild healthDHShealth equitymaternal healthpostnatal caresub-Saharan Africa

Identifiers

PMID42032928
PMCPMC13109620

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LicenceCC BY
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Registered trials

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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.