Evidence map›Paper›PMID 41385786›Full record

ArticleJMIR research protocols2025

Co-Design of a Digital Health Platform for Chronic Disease Management in Rural Settings Using a Person-Centered, Collaborative-Care Model: Protocol for a 3-Phase Mixed Methods Study.

Amanda Ellen Young, Britt Klein, Priscilla R Prestes, Colette Joy Browning, Leo R Bell, Fadi Joseph Charchar, Christopher Hall, Matthew Toms, Huy Van Nguyen, Quanda Zhang and 5 more

Abstract read
In one paragraph

Article in JMIR research protocols, 2025. 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. Review
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.

Amanda Ellen YoungHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0002-7288-3469
Britt KleinHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0003-2912-8043
Priscilla R PrestesHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0002-9034-6595
Colette Joy BrowningHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0001-6739-0152
Leo R BellHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0002-4574-6397
Fadi Joseph CharcharHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0002-6164-9941
Christopher HallWellAware.Life Pty Ltd, Melbourne, Australia.ORCID 0009-0008-1226-2012
Matthew TomsWellAware.Life Pty Ltd, Melbourne, Australia.ORCID 0009-0000-0778-0060
Huy Van NguyenHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0002-5896-9661
Quanda ZhangHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0002-6513-2130
Lisa Nicole FiddesHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0009-0007-9659-4366
Tanya E DavisonHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0001-8106-7976
Marissa DickinsHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0001-8049-2540
Tim HarrisonHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0002-3569-5178
Shane Andrew ThomasHealth Innovation and Transformation Centre, Federation University, Mt Helen, Australia.ORCID 0000-0003-3116-6022

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChronic diseases represent a significant global burden, accounting for 85% of the total disease burden in Australia. This burden is particularly pronounced in rural areas, where chronic disease rates are higher, and access to health care services is more limited. Digital technology has the potential to address these disparities by overcoming challenges such as workforce shortages and geographic isolation.

objectiveOur objective is to develop a digital health platform (DHP) to support the monitoring and management of chronic disease in collaboration with rural and regional stakeholders, including researchers, health care providers, and patients. The platform is being designed to be flexible, enabling applications across a range of chronic health conditions relevant to rural contexts.

methodsGuided by implementation science methodologies, we are adopting an evidence-based approach to developing a DHP for chronic disease management. Informed by co-design frameworks and best-practice guidelines, our development plan comprises three key phases: (1) stakeholder needs analysis, (2) co-design and platform development, and (3) postdesign evaluation and testing. The Federation University Human Research Ethics Committee (HREC Ref: 2023/169) granted ethics approval for this study.

resultsData collection is underway. The phase 1 review has been completed, and we have 84 survey responses. Phase 2 has commenced, with 9 workshops and 2 interviews conducted to date. Phase 3 will not commence until phase 2 has been completed. At this stage, project completion is anticipated by late 2026.

conclusionsFindings will inform the desirability, feasibility, and acceptability of co-designed DHPs for chronic disease management in rural Australia. Further, the study will contribute to the evidence base on collaborative, context-sensitive digital health innovation for resource-limited populations. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/77844.

Indexed as

Rural Health ServicesAustraliaChronic DiseaseCooperative BehaviorDigital HealthDisease ManagementHumansPatient-Centered CareResearch DesignRural PopulationTelemedicinebehavior changechronic diseasedigital healthearly interventionhypertensionpreventionrural healthtype II diabetes

Identifiers

PMID41385786
PMCPMC12743241

What OpenQuestion holds

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LicenceCC BY
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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.