Evidence map›Paper›PMID 42133676›Full record

ArticlePloS one2026

Educational attainment and chronic HIV treatment adherence in southern and eastern Africa.

Stephanie Chamberlin

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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.

Stephanie ChamberlinDepartment of Population Health Sciences, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, United States of America.ORCID https://orcid.org/0000-0002-5776-9318

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Social policy makers frequently leverage formal schooling as a tool for curbing the HIV epidemic in sub-Saharan Africa. Yet, in the era of 'Treatment as Prevention', evidence about the association between formal education and chronic HIV care and treatment in the region remains limited. In this study, I use population-level data from the first round of the Population HIV Impact Assessment to examine the association between years of formal education and HIV treatment adherence (measured via viral load suppression) across seven southern and eastern African countries. Given persistent gender and age disparities in both education and HIV care in the region, I further test for moderation of these associations by gender and age. I find no bivariate or multivariable associations between education and viral load suppression in the pooled regional sample (N = 12,198), in country-specific analyses, and no modification of these findings by gender or age. Further, results were robust in sensitivity analyses using different measures of educational attainment. These somewhat surprising findings challenge our common understanding about education as a catalyst for improved health, and provide theoretical insights into what may drive the relationship (or lack thereof) between education and chronic health in different contexts. More research is needed into the contextual factors and countervailing mechanisms that may explain such results.

Indexed as

Anti-HIV AgentsEducational StatusHIV InfectionsAdolescentAdultAfrica, EasternAfrica, SouthernChronic DiseaseFemaleHumansMaleMiddle AgedViral LoadYoung AdultAnti-HIV Agents

Identifiers

PMID42133676
PMCPMC13175329

What OpenQuestion holds

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LicenceCC BY
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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.