Evidence map›Paper›PMID 42835242›Full record

ArticleFrontiers in health services2026

Quality of diabetes health education provided by healthcare professionals to patients with type 1 and type 2 diabetes mellitus across different healthcare settings: a scoping review protocol.

Nontsikelelo Qebengu, Mabina Mogale

Abstract read
In one paragraph

Article in Frontiers in health services, 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

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

2 authors.

Nontsikelelo QebenguDepartment of Public Health, Sefako Makgatho Health Sciences University School of Health Care Sciences, Pretoria, South Africa.
Mabina MogaleDepartment of Public Health, Sefako Makgatho Health Sciences University School of Health Care Sciences, Pretoria, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetes mellitus is a major global public health challenge associated with substantial morbidity, premature mortality, escalating healthcare costs, and reduced quality of life. High-quality diabetes health education, particularly through Diabetes Self-Management Education and Support (DSMES), is fundamental to effective diabetes self-management. However, considerable variability exists in the quality of education delivered by healthcare professionals, and existing evidence remains fragmented, particularly regarding educational quality, digital health integration, and implementation across diverse healthcare settings. Objective: This scoping review aims to map and synthesise existing evidence on the quality of diabetes health education delivered by HCPs' across diverse healthcare settings. Methods and analysis: This scoping review will follow the methodological framework proposed by Arksey and O'Malley, enhanced by Levac and colleagues, and refined by the Joanna Briggs Institute. Electronic databases will be systematically searched, and studies will be selected in accordance with predefined Population, Concept, and Context eligibility criteria. Two reviewers will independently screen studies, extract data using a standardised charting form guided by Donabedian's Structure-Process-Outcome framework, and report the review according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR). Results: This scoping review will provide a comprehensive synthesis of the evidence on the quality of diabetes health education delivered by healthcare professionals. The findings are expected to inform healthcare professional education and training, strengthen educational quality, support evidence-informed policy and practice, and guide future research to improve diabetes care across diverse healthcare settings. Conclusion: The scoping review will provide a comprehensive synthesis of evidence on the quality of diabetes health education delivered by HCPs'. The findings are expected to inform policy, strengthen professional training, and support evidence-based improvements in DSMES delivery, particularly in resource-limited and underserved settings.

Indexed as

diabetes mellitusdiabetes self-management education and supportdigital healthhealthcare professionalshealth education qualitylow- and middle-income countriesmHealthscoping review

Identifiers

PMID42835242
PMCPMC13635125

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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.