Evidence map›Paper›PMID 42531217›Full record

ArticlePloS one2026

Educational strategies to improve health literacy for people with type 2 diabetes in low socio-economic communities: A realist review protocol.

Namalambo Mwenda-Ng'uni, Martin Heine, Fastone Goma, Monika Martens, Miriam Mapulanga-Lisulo, Brown Kamanga, Inonge Milupi, Susan Hanekom

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

8 authors.

Namalambo Mwenda-Ng'uniDepartment of Health and Rehabilitation Science, Stellenbosch University, Cape Town, South Africa.
Martin HeineJulius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Netherlands.ORCID https://orcid.org/0000-0003-4131-2863
Fastone GomaDepartment of Physiological Sciences, University of Zambia, Lusaka, Zambia.
Monika MartensDepartment of Family Medicine and Population Health (FAMPOP), Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.
Miriam Mapulanga-LisuloDepartment of Physiotherapy, School of Health Sciences, University of Zambia, Lusaka, Zambia.
Brown KamangaEndocrine Unit, Department of Internal Medicine, School of Medicine, University of Zambia, Lusaka, Zambia.
Inonge MilupiDepartment of Language and Social Sciences, School of Education, University of Zambia, Lusaka, Zambia.
Susan HanekomDepartment of Health and Rehabilitation Science, Stellenbosch University, Cape Town, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionType 2 diabetes (T2D) has emerged among the top ten causes of disability and mortality worldwide. Health literacy is crucial for effective self-management to reduce the burden associated with T2D. Studies have reported the effectiveness of educational strategies for improving health literacy to promote good health and well-being. However, contextual factors influence the effectiveness of these strategies. Therefore, this paper intends to explain how and why context shapes the mechanisms through which educational strategies work to improve health literacy for adults with type 2 diabetes in low socioeconomic communities. METHODS AND ANALYSIS: Theory-driven realist review methods will explain how and why contexts activate different mechanisms through which educational strategies work to produce intended or unintended outcomes in low socioeconomic communities. The following five steps of realist review, which are non-linear and iterative, will be undertaken: (i) Define the scope of the review and locate existing theories on educational strategies to improve health literacy, (ii) Develop the initial programme theories, (iii) Search for evidence, (iv) Select papers and appraise, and (v) Extract data and synthesis. The following databases will be searched, but not limited to, PubMed, Education Resource Information Centre (ERIC), and PsycINFO. Papers will be selected based on relevance, richness, and rigour. Data extraction will follow both inductive and deductive approaches. The Intervention-Context-Actor-Mechanism Outcome (ICAMO) configurations will be utilised to analyse and synthesise data using retroductive reasoning. Finally, the revised programme theories, which explain how the educational strategies are expected to work across different contexts in low socioeconomic communities, will be prepared and disseminated.

conclusionThe findings may inform practice, influence policy, and contribute to the design of health literacy programmes in similar settings. The realist review is registered with the Open Science Framework: (https://osf.io/9w867).

Indexed as

Diabetes Mellitus, Type 2Health LiteracyPatient Education as TopicHumansLow Socioeconomic Status

Identifiers

PMID42531217
PMCPMC13422839

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.