Evidence map›Paper›PMID 42643504›Full record

ArticleFrontiers in public health2026

Multi-dimensional poverty and maternal care utilization in Nigeria.

Rolle Remi Ahuru

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Rolle Remi AhuruDepartment of Economics and Development Studies, Federal University, Otuoke, Bayelsa, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study examined the influence of Multi-Dimensional Poverty Index (MPI) on the utilization of maternal healthcare services in Nigeria. Methods: Secondary data from the 2023-24 Nigeria Demographic and Health Survey (NDHS) were analyzed. Two key indicators of maternal healthcare utilization were considered: [1] a minimum of eight antenatal care (ANC) visits, and [2] place of delivery (POD). Binary logistic regression was employed to identify the predictors of at least eight ANC visits and institutional delivery. Results: The result showed that 38.1% of the sampled women were multi-dimensionally poor. Additionally, 19% of women reported having at least eight ANC visits during pregnancy, while 42.5% delivered their most recent child in a health facility. The multivariate analysis showed that women who were multi-dimensionally poor were significantly less likely to attend ANC up to eight times and to deliver in a health facility. Conclusion: These results underscore the importance of addressing socioeconomic inequalities among Nigerian households to improve maternal healthcare utilization. Hence, multi-pronged approach should be adopted to improve household socioeconomic conditions in Nigeria.

Indexed as

Maternal Health ServicesPatient Acceptance of Health CarePovertyPrenatal CareAdolescentAdultDelivery, ObstetricFemaleHealth SurveysHumansMiddle AgedNigeriaPregnancySocioeconomic FactorsYoung Adultdemographic and health surveymaternal careNigeriapovertywomen

Identifiers

PMID42643504
PMCPMC13503338

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

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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 Socratic graph.