Evidence map›Paper›PMID 41964234›Full record

ArticleThe Australian journal of rural health2026

Factors Related to Diabetes Educator Training and Credentialling to Meet the Needs of Rural and Remote Australians.

Arjun Chhabra, Andrew D K Nguyen, Meredith Hancock, Sandra C Thompson

Abstract read
In one paragraph

Article in The Australian journal of rural health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Arjun ChhabraWestern Australian Centre for Rural Health, University of Western Australia, Typically, Australia.ORCID 0009-0000-8237-3772
Andrew D K NguyenWestern Australian Centre for Rural Health, University of Western Australia, Typically, Australia.ORCID 0000-0002-1859-6549
Meredith HancockWestern Australian Centre for Rural Health, University of Western Australia, Typically, Australia.ORCID 0009-0008-3111-0014
Sandra C ThompsonWestern Australian Centre for Rural Health, University of Western Australia, Typically, Australia.ORCID 0000-0003-0327-7155

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveWith the burden of diabetes rising in Australia, it is important to understand the challenges for rurally based health practitioners to achieve credentialling as a diabetes educator.

settingThis is particularly relevant in rural and remote Australia with the shortage of credentialled diabetes educators and the great burden of disease.

participantsParticipants were credentialled diabetes educators (25), health practitioners in the process of credentialling (5), health practitioners who did not complete credentialling (7), and diabetes education academics teaching the qualification required before credentialling (9).

designUsing qualitative research methods, relevant practitioners involved in credentialling were interviewed. The interviews explored hurdles for rural-based diabetes educators in achieving credentialling given the required clinical hours and the absence of available local mentors. Interviews were transcribed and thematic analysis followed established methods to ensure research rigour.

resultsParticipants described challenges, highlighting an inequitable credentialling process for rural health practitioners. Issues included the inadequacy of material explaining the credentialling process at the time of enrolment, challenges finding mentorship support and gaining sufficient clinical experience for credentialling in a rural context, issues with recording credentialling activities, challenges with distance, and finding available jobs due to the ambiguous scope of practice of credentialled diabetes educators, particularly for allied health professionals.

conclusionThe findings inform potential improvements for diabetes educator credentialling and offer insights into how processes could be improved to support development of a strengthened rural and remote-based diabetes educator workforce.

Indexed as

Diabetes MellitusHealth EducatorsRural Health ServicesAustraliaFemaleHumansInterviews as TopicMaleQualitative ResearchRural Populationdiabetes managementglucose controlpreventionrural workforcespecialist skillstreatment

Identifiers

PMID41964234
PMCPMC13069227

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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.