ArticleFrontiers in global women's health2025
A policy brief on improving reproductive and maternity services utilisation among women of reproductive age in Nigeria.
Article in Frontiers in global women's health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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
2 citing papers in PubMed.
- Hierarchical machine learning models for predicting antenatal care utilisation among Nigerian women: Identifying actionable insights for health policy.BioData mining · 2026Article
- Exploring service providers' perspectives on facilitators and barriers to contraceptive uptake among women: implications for policy reform in Ghana.Contraception and reproductive medicine · 2025Article
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
No grant is acknowledged in the PubMed record.
Abstract
Nigeria continues to struggle with high maternal and child mortality despite its large economy. Reproductive and maternity services are underutilised, contributing to poor maternal and newborn outcomes. Barriers include geographic, socio-demographic, and economic factors. Northern and south-south regions show particularly low service utilisation. Young maternal age, low education, rural location, and Hausa ethnicity are key socio-demographic barriers. Non-Christian religious affiliation and limited mass media exposure also reduce service uptake. Poverty, unemployment, and lack of health insurance are major economic challenges. Community engagement and culturally sensitive care are essential. The use of religious and traditional leaders for advocacy could improve outreach. Expanding insurance and financial incentives, like vouchers or cash transfers, can reduce cost-related barriers.
Indexed as
Identifiers
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.