Evidence map›Paper›PMID 41789511›Full record

ArticleJournal of global health2026

Evaluation of postnatal outcomes from a group antenatal care intervention in Nigeria: a quasi-experimental study.

W Douglas Evans, Jeffrey B Bingenheimer, Taiseer Zaman, Samson Babatunde Adebayo, Fasiku Adekunle David, Sani Ali Gar, Masduk Abdulkarim

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Article in Journal of global 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.

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0citing papers in PubMed
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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

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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

7 authors.

W Douglas EvansThe George Washington University, Milken Institute School of Public Health, Washington, DC, USA.
Jeffrey B BingenheimerThe George Washington University, Milken Institute School of Public Health, Washington, DC, USA.
Taiseer ZamanThe George Washington University, Milken Institute School of Public Health, Washington, DC, USA.
Samson Babatunde AdebayoData Research and Mapping Consults, Abuja, Nigeria.
Fasiku Adekunle DavidData Research and Mapping Consults, Abuja, Nigeria.
Sani Ali GarData Research and Mapping Consults, Abuja, Nigeria.
Masduk AbdulkarimGates Foundation, Nigeria Country Office, Abuja, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In previous studies in low- and middle-income countries (LMICs), group antenatal care (gANC) has been shown to increase health facility delivery and enhance the care experience for both women and providers. Here, we investigate whether those benefits lead to improvements in postnatal outcomes. Methods: We examine three time points of data on participation in the gANC programme as an independent variable to predict postnatal mother and newborn health outcomes using multivariate analysis and propensity matching techniques. This approach aimed to isolate the causal effect of the number of gANC meetings attended on the probability of postnatal healthcare checks for the mother and infant, modern contraception utilisation, and breastfeeding. To achieve this, we used inverse-probability weighting in addition to adjusted multivariate logistic regression models. Results: We observed high retention at final follow-up and high attendance overall, with higher attendance associated with a variety of background and sociodemographic variables. Participants' attrition (under 24%) was well within power analysis assumptions. We found evidence of a strong positive relationship between greater gANC session attendance and mothers' postnatal health checks, breastfeeding initiation, and modern contraception utilisation. Adjustment for a set of sociodemographic and prior pregnancy- and delivery-related variables via inverse probability weighting suggested that a positive effect on these outcomes generally persists, especially at the highest levels of gANC session attendance. Conclusions: The gANC programme at scale in Nigeria produced high levels of participation and resulted in positive postnatal outcomes among women who attended most of the meetings.

Indexed as

Prenatal CareAdultBreast FeedingFemaleHumansInfant, NewbornNigeriaPregnancyProgram EvaluationSocial GroupYoung Adult

Identifiers

PMID41789511
PMCPMC12964324

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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.