Evidence map›Paper›PMID 41060931›Full record

ArticlePloS one2025

Evaluation of a group antenatal care intervention in two Northern Nigerian states: Quasi-experimental study.

William Douglas Evans, Jeffrey Bartlett Bingenheimer, Taiseer Zaman, Chinwe Lucia Ochu, Samson Babatunde Adebayo, Fasiku Adekunle David, Sani Ali Gar, Masduk Abdulkarim

Abstract read
In one paragraph

Article in PloS one, 2025. 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

8 authors.

William Douglas EvansMilken Institute School of Public Health, The George Washington University, Washington, DC, United States of America.ORCID https://orcid.org/0000-0002-7559-1592
Jeffrey Bartlett BingenheimerMilken Institute School of Public Health, The George Washington University, Washington, DC, United States of America.
Taiseer ZamanMilken Institute School of Public Health, The George Washington University, Washington, DC, United States of America.
Chinwe Lucia OchuMilken Institute School of Public Health, The George Washington University, Washington, DC, United States of America.ORCID https://orcid.org/0000-0002-0630-7332
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, Global Development Division, Abuja, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn low- and middle-income countries (LMIC), group antenatal care (gANC) has the potential to reshape the traditional antenatal care (ANC) service delivery model, enhancing the care experience for both women and providers. ANC non-utilization rates are high in some parts of Nigeria, the evidence-based gANC program offers a structured yet flexible model that may increase maternal and child healthcare utilization which may in turn improve outcomes.

methodsThis is a longitudinal study of women who participated in the gANC program at healthcare facilities sampled in Kaduna and Kano states, Nigeria. We plan to follow this longitudinal cohort over 3 time points of 18 months and to use data on participation in the gANC program as an independent variable to predict program outcomes using multivariate analysis and propensity matching techniques. This is aimed at isolating the causal effect of the number of gANC meetings attended during the index pregnancy on the probability of delivering that pregnancy in a health facility. To achieve that objective, we used inverse-probability weighting in addition to adjusted multivariate logistic regression models.

resultsOverall, we found that there was high retention at follow-up, and generally high attendance at follow-up, with higher attendance based on other variables such as prior pregnancy and participants who were employed. We had low participants' attrition well within power analysis assumptions for the study. In terms of causal inference, there is a strong positive relationship between gANC session attendance and facility delivery, with women who attended five or more gANC sessions being approximately twice as likely to deliver in a health facility as those who attended none or one. Adjustment for a set of socio-demographic and prior pregnancy- and delivery-related variables via inverse probability weighting showed that a positive effect on facility delivery persists, especially at the highest levels of gANC session attendance. DISCUSSION: Results of this study tend to confirm the main findings from previous studies of gANC, which found that higher levels of participation resulted in higher facility delivery. This study found that it was both scalable in a diverse set of urban and rural healthcare facilities and engagement with the program among eligible women was high. Future research in the current longitudinal study will evaluate long-term effects of gANC on maternal and child health outcomes such as family planning and vaccination.

conclusionThe gANC program at scale in Nigeria produced high levels of participation, and resulted in increased facility birthing utilization that were consistent with previous research. Future research should examine how to optimize program impact and enhance sustainability.

Indexed as

Prenatal CareAdolescentAdultFemaleHumansLongitudinal StudiesNigeriaPregnancyYoung Adult

Identifiers

PMID41060931
PMCPMC12507231

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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.