Evidence map›Paper›PMID 40634552›Full record

ArticleHealth economics review2025

An evaluation of the impacts of health insurance coverage on wealth stratification in some selected sub-Saharan countries.

Amaama Abdul Malik, Muhittin Kaplan

Abstract read
In one paragraph

Article in Health economics review, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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.

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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

2 authors.

Amaama Abdul MalikEconomics Department, Ibn Haldun University, Istanbul, Turkey. amaama.abdulmalik@stu.ihu.edu.tr.ORCID http://orcid.org/0000-0002-2185-7674
Muhittin KaplanEconomics Department, Ibn Haldun University, Istanbul, Turkey.ORCID http://orcid.org/0000-0002-0685-7641

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth is a crucial component of an economy, influencing the performance of various sectors. As a result, nearly every country has implemented health policies to achieve the United Nations Development Goals and Universal Health Coverage (UHC) targets, which focus on providing universal access to necessary, sufficient, and quality healthcare without financial barriers. Implementing such policies in the sub-Saharan region led Burundi, Gabon, Ghana, and Rwanda to emerge as the only four countries in the region to have healthcare coverage over 20%. This study sought to investigate whether the health insurance policies implemented impact the wealth stratification of households in these countries.

methodsThe study used data from the sub-Saharan region section of the Demographic and Health Surveys (DHS) Program by the U.S. Agency for International Development (USAID) with Robust Ordered Probit Estimation Technique.

resultsThe results show that health insurance negatively impacts the Wealth levels of those in the poorest, poorer, and middle-income levels in Burundi and Rwanda more than those in the wealthiest group. Community-based insurance in Gabon and national health insurance in Ghana positively impact the income of lower households.

conclusionsThe government should improve social amenities, especially in rural areas. Also, the study identified limited information as one reason for the outcome. We propose increasing education on the importance of health and the benefit package when one subscribes to a health insurance scheme to encourage patronage and decrease out-of-pocket expenditure.

Indexed as

Community-based health insuranceHealth insuranceHealth policiesHouseholdsNational health schemeSub-Saharan Africa

Identifiers

PMID40634552
PMCPMC12243381

What OpenQuestion holds

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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 OpenQuestion graph.