Evidence map›Paper›PMID 41858254›Full record

ArticleThe Australian journal of rural health2026

Implementing the Virtual Integrated Practice (VIP) Program to Support Rural General Practice Viability in Australia.

Jennifer Job, Ruby Strauss, Zena Martin, Claire Jackson

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. 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

4 authors.

Jennifer JobCentre for Health System Reform and Integration, University of Queensland-Mater Research Institute (UQ/MRI), Herston, Queensland, Australia.ORCID 0000-0002-0307-9602
Ruby StraussCentre for Health System Reform and Integration, University of Queensland-Mater Research Institute (UQ/MRI), Herston, Queensland, Australia.ORCID 0000-0002-6926-1802
Zena MartinHealth Workforce Queensland, Brisbane, Queensland, Australia.ORCID 0009-0006-8435-7454
Claire JacksonCentre for Health System Reform and Integration, University of Queensland-Mater Research Institute (UQ/MRI), Herston, Queensland, Australia.ORCID 0000-0003-1177-1380

Funding

Darling Downs West Moreton Primary Health NetworkHealth Workforce QueenslandNorth Queensland Primary Health NetworkWestern Queensland Primary Health Network
6 · The paper itself

Abstract

objectiveWith a lack of medical workforce delaying patient access to general practitioners (GPs) in rural and remote regions, models of care are urgently needed to improve access and continuity of care. This evaluation aims to understand implementation outcomes, determinants and strategies to support broader implementation of the Virtual Integrated Practice (VIP) Program.

settingVIP provides an urban-based GP to a rural general practice in Queensland, offering ongoing care to patients remotely via telehealth.

participantsThe VIP GP joins the practice part-time for a minimum of 12-18 months and works onsite for a short period (3-5 days) every 6 months.

designThis mixed methods evaluation reviewed the service, billing, cost and patient survey data collected, and qualitative interviews were conducted with VIP GP delivery staff. The interview transcripts were coded, and thematic analysis was guided by the Consolidated Framework for Implementation Research and used to derive implementation determinants.

resultsThe service was delivered in eight rural/remote Queensland practices (2021-2024) involving 8309 episodes of care. Recurrent costs included staff wages, GP onsite visits and digital infrastructure. Qualitative interviews conducted with 15 VIP GP delivery staff highlighted determinants related to VIP GP model design and relative advantage, partnership codesign and funding, cost, infrastructure, and program staff.

conclusionThis evaluation highlighted the ongoing feasibility of the VIP model in supplementing rural workforce and improving patient access and continuity of care. Strategies key to implementation include partner and recruitment support and ensuring suitable practice staff and digital infrastructure at the practice.

Indexed as

Delivery of Health Care, IntegratedGeneral PracticeRural Health ServicesTelemedicineAccess to Primary CareFemaleHealth Services AccessibilityHumansMaleQueenslandCFIRdigital healthERICIRLMprimary caretelehealthvirtual

Identifiers

PMID41858254
PMCPMC13003279

What OpenQuestion 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 OpenQuestion graph.