Evidence map›Paper›PMID 41622235›Full record

ArticleBMC global and public health2026

Integrating group antenatal care into routine services: a registry-based cohort study in Geita, Tanzania.

Augustino Hellar, Raymond Bandio, Edwin Ernest, Ahmad Makuwani, Alen Kinyina, Phineas Sospeter, Hamid Mandali, Yusuph Kulindwa, Isaac Lyatuu, Wilfred Kafuku and 7 more

Abstract read
In one paragraph

Article in BMC global and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

17 authors.

Augustino HellarPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania. Augustino.Hellar@phit.or.tz.
Raymond BandioPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
Edwin ErnestJhpiego Tanzania, An affiliate of the Johns Hopkins University, Dar-Es-Salaam, Tanzania.
Ahmad MakuwaniMinistry of Health Tanzania, Dodoma, Tanzania.
Alen KinyinaPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
Phineas SospeterMinistry of Health Tanzania, Dodoma, Tanzania.
Hamid MandaliPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
Yusuph KulindwaPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
Isaac LyatuuPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
Wilfred KafukuPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
Frank PhiriPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
Cyprian MtaniPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
James Tumaini KengiaPrime Minister's Office - Regional Authority and Local Government (PMO-RALG), Dodoma, Tanzania.
Omari SukariGeita Regional Health Secretariat, Prime Minister's Office - Regional Administration and Local Government (PMO-RALG), Government of the United Republic of Tanzania, Geita, Tanzania.
Husna AthumaniPrime Health Initiative Tanzania (PHIT), Mbezi Beach, P.O Box 60011, Kinondoni, Dar-Es-Salaam, Tanzania.
James HellarMinistry of Health Tanzania, Dodoma, Tanzania.
Ntuli KapologweMinistry of Health Tanzania, Dodoma, Tanzania.

Funding

Bill and Melinda Gates Foundation INV-046249
6 · The paper itself

Abstract

backgroundGroup antenatal care (G-ANC) is an emerging service delivery model that integrates clinical assessments, health education, and peer support within group sessions. While evidence supports its effectiveness in pilot settings, less is known about its feasibility and impact when integrated into routine public health systems in low-resource settings.

methodsWe conducted a registry-based observational cohort study (January 2023-November 2024) across six government facilities in Geita Region, Tanzania (two hospitals, two health centers, and two dispensaries). Pregnant women with gestational age ≥ 20 weeks were enrolled into G-ANC cohorts. Data was abstracted from routine antenatal care (ANC), labor and delivery, and cohort records. Descriptive statistics summarized ANC attendance and service uptake; associations with adverse birth outcomes were examined using a binomial-logit generalized linear mixed model (GLMM).

resultsA total of 5936 women in 149 cohorts were enrolled. Overall, 93.9% completed ≥ 4 ANC visits (ANC4 +); 76.1% received ≥ 3 doses of malaria intermittent preventive treatment in pregnancy with sulfadoxine-pyrimethamine (IPTp3 +); 92.6% received iron-folate supplementation; and 96.2% delivered in health facilities. Only 8.5% initiated ANC in the first trimester, consistent with the ≥ 20-week threshold for G-ANC entry. In multivariable GLMM, completing ≥ 4 ANC visits was associated with lower odds of adverse birth outcomes (adjusted odds ratio [aOR] = 0.122, 95% CI 0.06-0.24; p < 0.001). Attendance at hospital-level facilities was associated with higher odds (aOR = 2.91, 95% CI 1.37-6.18; p = 0.005), likely reflecting referral of high-risk pregnancies. First-trimester initiation showed no significant association (aOR = 1.04, 95% CI 0.27-3.93).

conclusionsIn routine settings, G-ANC was associated with high ANC attendance, strong uptake of essential interventions, and positive birth outcomes. Integration appears feasible within public systems, though adaptations are needed to promote earlier initiation and alignment with the WHO eight-contact model. Further research should examine costs, feasibility, scalability, and long-term impact.

Indexed as

ANC4 +Group antenatal careIPTp3 +Maternal health servicesRoutine public facilities

Identifiers

PMID41622235
PMCPMC12862910

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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.