Evidence map›Paper›PMID 41462195›Full record

ArticleBMC women's health2025

Regional variations in prevalence and factors associated with maternal healthcare services utilisation in Nigeria.

Funmilola Folasade Oyinlola, Kwala Adline Okorafor, Joseph Ayodeji Kupoluyi, Gbemisola Bolanle Ogbeye, Leopold Ouedraogo, Laila Umar, Immanuel Oluwadare Shittu

Abstract read
In one paragraph

Article in BMC women's health, 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.

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

7 authors.

Funmilola Folasade OyinlolaDepartment of Demography and Social Statistics, Faculty of Social Sciences, Obafemi Awolowo University (OAU), Ile-Ife, Nigeria.
Kwala Adline OkoraforFederal Ministry of Health (FMOH), Abuja, Nigeria.
Joseph Ayodeji KupoluyiDepartment of Demography and Social Statistics, Faculty of Social Sciences, Obafemi Awolowo University (OAU), Ile-Ife, Nigeria. jakupoluyi@oauife.edu.ng.ORCID 0000-0002-5645-7689
Gbemisola Bolanle OgbeyeDepartment of Nursing, Faculty of Basic Medical Sciences, Federal University Oye-Ekiti (FUOYE), Oye-Ekiti, Nigeria.
Leopold OuedraogoWorld Health Organisation [WHO], Regional Office for Africa, Brazzaville, Congo.
Laila UmarNational Primary Health Care Development Agency (NPHCDA), Abuja, Nigeria.
Immanuel Oluwadare ShittuDepartment of Demography and Social Statistics, Faculty of Social Sciences, Obafemi Awolowo University (OAU), Ile-Ife, Nigeria.

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundThe utilisation of maternal healthcare services remains low in Nigeria despite government efforts to enhance access through the establishment of maternal and child health programs. Nigeria is a multiethnic country, and most national policies and programmes aimed at improving utilisation of maternal healthcare services were erroneously implemented equally across different geopolitical zones with little success. Thus, this study examines regional variations in the prevalence and factors associated with maternal healthcare service utilisation in Nigeria.

methodsThe 2021 Nigeria Multiple Indicator Cluster Survey (MICS) was employed for the study. A weighted sample size of 25,062 women of reproductive age was analysed using STATA SE Version 17. Descriptive statistics (frequency distribution table and chart) were used to gain an understanding of the characteristics of the study population. Inferential statistics (Pearson’s Chi-square test of association) were performed to establish the association between the socio-demographic characteristics of respondents and maternal healthcare service utilisation. All explanatory variables with significant evidence of no collinearity were selected and used in the multilevel mixed-effects binary logistic regression models to examine the factors influencing regional variation in maternal healthcare service utilisation at a p < 0.05 level of significance.

resultsThe study found persistently low utilisation of maternal healthcare services (antenatal care, delivery care, and postnatal care services) across all regions, with prevalence rates ranging from 30.24% in the South South to 38.27% in the North West. The odds of utilising maternal healthcare services were significantly higher among women with secondary level of education and above, currently in union, wealthier and who desire more children than their counterparts who are not. For instance, women who have primary, secondary, and tertiary education had higher odds of utilising maternal healthcare services than their counterparts with no formal education.

conclusionThis study provides compelling evidence of low utilisation of maternal healthcare services across Nigeria’s regions. This underscores the imperative for targeted policy interventions for each region. Therefore, a one-size-fits-all approach is unlikely to be effective, and policymakers must consider the distinct characteristics and challenges of each region when designing interventions aimed at improving maternal healthcare service utilisation in Nigeria.

Indexed as

Maternal Health ServicesPatient Acceptance of Health CareAdolescentAdultFemaleHealth Services AccessibilityHumansMiddle AgedNigeriaPregnancyPrenatal CarePrevalenceSocioeconomic FactorsYoung AdultHealthcareMaternalNigeriaRegionalUtilisation

Identifiers

PMID41462195
PMCPMC12825192

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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.