SynthesisReproductive health2018
Group antenatal care models in low- and middle-income countries: a systematic evidence synthesis.
Synthesis in Reproductive health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
64 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Feasibility, acceptability and effectiveness of group antenatal care on maternal health continuum of care and perinatal outcomes in sub-Saharan Africa: a systematic review and meta-analysis.BMJ global health · 2026Pooled it
- What are the mechanisms of effect of group antenatal care? A systematic realist review and synthesis of the literature.BMC pregnancy and childbirth · 2024Pooled it
- A systematic review of providers' experiences of facilitating group antenatal care.Reproductive health · 2021Pooled it
- Improving respectful maternity care through group antenatal care: Findings from a cluster randomized controlled trial.Midwifery · 2025Trial
- Group antenatal care positively transforms the care experience: Results of an effectiveness trial in Malawi.PloS one · 2025Trial
- Effect of group antenatal care versus individualized antenatal care on birth preparedness and complication readiness: a cluster randomized controlled study among pregnant women in Eastern Region of Ghana.BMC pregnancy and childbirth · 2024Trial
- Knowledge, Acceptance, and Uptake of Family Planning: A Cluster Randomized Controlled Trial of Group Antenatal Care in Ghana.International journal of environmental research and public health · 2024Trial
- Improving health literacy through group antenatal care: results from a cluster randomized controlled trial in Ghana.BMC pregnancy and childbirth · 2024Trial
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- Estimating the impact and cost-effectiveness of antenatal care approaches in 24 low- and middle-income countries: a modelling study.BMC global and public health · 2026Article
- The introduction of group antenatal care in northern Nigeria: an implementation research study analysing changes in service use.BMJ global health · 2026Article
- Integrating group antenatal care into routine services: a registry-based cohort study in Geita, Tanzania.BMC global and public health · 2026Article
- "Each moon we come to weigh the pregnancy:" Exploring the experience of group antenatal care processes in Benin and their contributions to self-efficacy.PLOS global public health · 2026Article
- Exploring the acceptability and impact of group antenatal care: a qualitative study among women in selected health facilities in Burkina Faso.Reproductive health · 2025Article
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- Pregnancy follow-ups in Family Medicine: A retrospective study.Pakistan journal of medical sciences · 2025Article
- [Burden of congenital birth defects in children under five in China from 1990 to 2021 and prediction of future trend].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2025Article
- Identifying health outcomes and future research directions of group antenatal care among adolescents in low and middle-income countries: a scoping review.BMJ global health · 2025Article
4 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
In high-income countries, group antenatal care (ANC) offers an alternative to individual care and is associated with improved attendance, client satisfaction, and health outcomes for pregnant women and newborns. In low- and middle-income country (LMIC) settings, this model could be adapted to address low antenatal care uptake and improve quality. However, evidence on key attributes of a group care model for low-resource settings remains scant. We conducted a systematic review of the published literature on models of group antenatal care in LMICs to identify attributes that may increase the relevance, acceptability and effectiveness of group ANC in such settings. We systematically searched five databases and conducted hand and reference searches. We also conducted key informant interviews with researchers and program implementers who have introduced group antenatal care models in LMICs. Using a pre-defined evidence summary template, we extracted evidence on key attributes-like session content and frequency, and group composition and organization-of group care models introduced across LMIC settings. Our systematic literature review identified nine unique descriptions of group antenatal care models. We supplemented this information with evidence from 10 key informant interviews. We synthesized evidence from these 19 data sources to identify attributes of group care models for pregnant women that appeared consistently across all of them. We considered these components that are fundamental to the delivery of group antenatal care. We also identified attributes that need to be tailored to the context in which they are implemented to meet local standards for comprehensive ANC, for example, the number of sessions and the session content. We compiled these attributes to codify a composite "generic" model of group antenatal care for adaptation and implementation in LMIC settings. With this combination of standard and flexible components, group antenatal care, a service delivery alternative that has been successfully introduced and implemented in high-income country settings, can be adapted for improving provision and experiences of care for pregnant women in LMIC. Any conclusions about the benefits of this model for women, babies, and health systems in LMICs, however, must be based on robust evaluations of group antenatal care programs in those settings.
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What OpenQuestion holds
Registered trials
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.