Evidence map›Paper›PMID 41787296›Full record

ArticleBMC geriatrics2026

Implementing interpreter training for dementia assessments at national scale using the RE-AIM framework: a mixed-methods evaluation.

Bianca Brijnath, Nyssa Clarke, Simona Markusevska, Erika Gonzalez Garcia, Jim Hlavac, Lee-Fay Low, Robyn Woodward-Kron, Josefine Antoniades, Joanne Enticott, Andrew Simon Gilbert and 5 more

Abstract read
In one paragraph

Article in BMC geriatrics, 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

15 authors.

Bianca BrijnathSchool of Humanities and Social Sciences, La Trobe University, Plenty Road, Bundoora, Victoria, 3086, Australia. b.brijnath@latrobe.edu.au.
Nyssa ClarkeSchool of Humanities and Social Sciences, La Trobe University, Plenty Road, Bundoora, Victoria, 3086, Australia.
Simona MarkusevskaSchool of Humanities and Social Sciences, La Trobe University, Plenty Road, Bundoora, Victoria, 3086, Australia.
Erika Gonzalez GarciaSchool of Global, Urban and Social Studies, RMIT University, Melbourne, Victoria, Australia.
Jim HlavacSchool of Languages, Literatures, Cultures and Linguistics, Monash University, Wellington Road, Clayton, Victoria, Australia.
Lee-Fay LowFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.
Robyn Woodward-KronFaculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Parkville, Victoria, Australia.
Josefine AntoniadesSchool of Humanities and Social Sciences, La Trobe University, Plenty Road, Bundoora, Victoria, 3086, Australia.
Joanne EnticottFaculty of Medicine, Nursing and Health Sciences, Monash University, Wellington Road, Clayton, Victoria, Australia.
Andrew Simon GilbertDivision of Social Gerontology, National Ageing Research Institute, Parkville, Victoria, Australia.
Dina LoGiudiceDepartment of Aged Care Medicine, Royal Melbourne Hospital, Parkville, Victoria, Australia.
Xiaoping LinFaculty of Medicine, Nursing and Health Sciences, Monash University, Wellington Road, Clayton, Victoria, Australia.
Kerry HwangFaculty of Medicine, Nursing and Health Sciences, Monash University, Wellington Road, Clayton, Victoria, Australia.
Jennifer WhiteSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Marina CavuotoDivision of Social Gerontology, National Ageing Research Institute, Parkville, Victoria, Australia.

Funding

National Health and Medical Research Council APP2005759
6 · The paper itself

Abstract

backgroundAs Australia’s ethnically diverse population ages, dementia prevalence is rising. Professional interpreter support is essential to ensure equitable access to accurate dementia diagnosis and care. To address this need, a nationally specialised online, self-paced training on dementia and cognitive assessments was developed for interpreters. Guided by the RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework, this article reports on the training’s implementation. Specifically, it explores the training’s reach, barriers and facilitators to adoption, perceived effectiveness in improving interpreter-mediated assessments, and potential for long-term maintenance.

methodsBetween 24 November 2023 and 12 December 2024, the online self-paced training was rolled out to interpreters nationally across Australia. Implementation was supported by industry study partners, including interpreter agencies, advocacy organisations, a technology partner, and the national accreditor for interpreters. A mixed-methods evaluation was undertaken. Quantitative monitoring captured the training’s reach, uptake, and successful completion. In parallel, qualitative interviews were conducted with 24 interpreters who completed the training, 6 managers from interpreter agencies, and 16 clinicians who worked with interpreters to undertake cognitive assessments. Quantitative data were descriptively analyzed, and qualitative data were analyzed using the framework method.

resultsEight hundred sixty-five interpreters, representing 14.5% of Australia’s active interpreter workforce, completed the training. Interpreters and agency managers reported that the training improved interpreter practice and confidence. In contrast, clinicians were unaware of the training. Barriers to uptake included time constraints, technical issues and limited computer literacy, and the perceived difficulty of the content for some participants. Key facilitators included ease of access (being online and no cost), incentive of professional development points, a straightforward final assessment, and administrative support. The training has now been made freely and permanently available on the national accreditation authority’s website.

conclusionsThis world-first study demonstrates a scalable approach to delivering interpreter training for dementia assessments, with the potential to enhance the accuracy and timeliness of diagnosis for ethnically and linguistically diverse people living with dementia.

Indexed as

Communication BarriersDementiaMedical InterpretingTranslatingAustraliaFemaleHumansMaleCognitive assessmentDementiaEthnic diversityHealthcare equityInterpreter training

Identifiers

PMID41787296
PMCPMC13077956

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.