Evidence map›Paper›PMID 42876997›Full record

ArticleFrontiers in reproductive health2026

Socioeconomic inequality in the completion of the continuum of care for maternal, newborn, and child health in Malawi.

Redson Mwandama, Spy Munthali

Abstract read
In one paragraph

Article in Frontiers in reproductive 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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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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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Redson MwandamaDepartment of Economics, School of Law, Economics and Government, University of Malawi, Zomba, Malawi.
Spy MunthaliDepartment of Economics, School of Law, Economics and Government, University of Malawi, Zomba, Malawi.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite improvements in maternal, newborn, and child health (MNCH) service coverage in Malawi, completion of the continuum of care (CoC) remains low and unequally distributed across socioeconomic groups. This study quantified socioeconomic inequality in MNCH CoC completion and its determinants. Methods: We analyzed pooled data from the 2010, 2015-16, and 2024 Malawi Demographic and Health Surveys, including 18,741 women with a live birth; analytic samples were 15,552 women for maternal CoC and 7,625 children aged 12-23 months for full CoC. Wealth-related inequality was assessed using Erreygers concentration indices. Multivariable and multilevel logistic regression identified determinants of CoC completion, while Wagstaff, Oaxaca-Blinder, Fairlie, and inequality-of-opportunity decompositions identified inequality contributors. Results: Full CoC completion rose from 1.4% (2010) to 6.8% (2024); maternal CoC rose from 4.9% to 17.4%. Women completed an average of 8.3 of 11 interventions. Pro-rich inequality persisted for maternal CoC (Erreygers index = 0.036, Conclusions: Although MNCH CoC coverage improved substantially in Malawi, socioeconomic inequalities persisted, particularly for maternal CoC, and were closely linked to structural circumstances. Policies improving geographic access, expanding girls' and women's education, and addressing structural barriers may support more equitable progress toward Sustainable Development Goal 3.

Indexed as

concentration indexcontinuum of caredecompositioninequality of opportunityMalawimaternal healthsocioeconomic inequality

Identifiers

PMID42876997
PMCPMC13661951

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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.