Evidence map›Paper›PMID 41840897›Full record

ArticleThe Australian journal of rural health2026

Building Rural Health Research Capacity Through Embedded Researchers and Ecosystem Development.

Anna Wong Shee, Kevin Mc Namara, Laura Alston, Marley Binder, Alison Buccheri, Karina Demasson, Michael Field, Bianca Kavanagh, Olivia King, Mary Malakellis and 5 more

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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Designing Mentorship for Constrained Systems: Reframing Workforce Development in Rural and Remote Health.International journal of environmental research and public health · 2026
    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

15 authors.

Anna Wong SheeDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.ORCID 0000-0001-5095-218X
Kevin Mc NamaraDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Laura AlstonDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.ORCID 0000-0002-4551-8845
Marley BinderDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Alison BuccheriDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.ORCID 0000-0002-3885-1391
Karina DemassonDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Michael FieldDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Bianca KavanaghDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Olivia KingDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Mary MalakellisDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.ORCID 0000-0003-2063-2040
Samantha RussellDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Alesha M SaynerDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Kate SchlichtDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.
Drew ArasWestern Alliance Academic Health Science Centre, Warrnambool, Victoria, Australia.
Vincent L VersaceDeakin Rural Health, Deakin University, Warrnambool, Victoria, Australia.ORCID 0000-0002-8514-1763

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimTo explore the role and impact of University Department of Rural Health (UDRH) targeted investment in embedded researchers and research-practice partnerships as mechanisms to increase research capacity in rural health and community services. CONTEXT: Increasing rural research capacity and culture is crucial for improving rural health outcomes and a key deliverable for UDRHs. Rural health services often lack research capacity due to multiple factors including chronic workforce shortages, limited research infrastructure and resources, fewer academic partnerships and historical underinvestment in rural health research. APPROACH: This commentary describes the development of an ecosystem of embedded researchers and research-practice partnerships in rural western Victoria. Three case studies provide examples of embedded researcher models that are supported by a UDRH, and the role of an Australian academic health science centre focusing on rural health outcomes, as an enabler of impact. These case studies are based on the perspectives of senior academics, leaders and embedded researchers, and their first-hand knowledge of Deakin Rural Health (a UDRH), rural health organisations and the rural research context. These case studies focus on the broader impacts of embedded researchers and their contribution to a research ecosystem.

conclusionUDRH academic leadership and targeted investment in embedded researchers, combined with support from rural health and community services, has created a research ecosystem. There has been synergistic growth in research capacity, output and research culture that exceeds what either UDRH or partner organisations could achieve independently. Despite this success, sustaining this ecosystem is challenging; there is a need to invest in embedded researchers and ensure an enabling environment for rural health services research through changes to policy and organisational culture.

Indexed as

Capacity BuildingHealth Services ResearchResearch PersonnelRural HealthRural Health ServicesAcademiaHumansVictoriahealth services researchplace‐basedrural healthuniversity department of rural health

Identifiers

PMID41840897
PMCPMC12993104

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.