Evidence map›Paper›PMID 42286738›Full record

ArticleImplementation science communications2026

The role of preparation in implementation for rural healthcare innovation: a multi method evaluation of a virtual medical officer model of inpatient care in Australia.

Carol Joy Reid, Catherine Church, Viv Jeffery, Ka Chun Tse, Andrew Freeman, Christopher Sia, Raymond Wen, Jacquie Phillips, Mark Ashcroft

Abstract read
In one paragraph

Article in Implementation science communications, 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

9 authors.

Carol Joy ReidUniversity Department of Rural Health, University of Melbourne, Graham St, Shepparton, Victoria, 3630, Australia. reid.c@unimelb.edu.au.ORCID http://orcid.org/0000-0003-0332-8047
Catherine ChurchNCN Health, 2 Katamatite Rd, Numurkah, Victoria, 3636, Australia.
Viv JefferyHume Health Service Partnership, Goulburn Valley Health, Graham St, Shepparton, Victoria, 3630, Australia.
Ka Chun TseNCN Health, 2 Katamatite Rd, Numurkah, Victoria, 3636, Australia.
Andrew FreemanHume Local Health Service Network, Shepparton, Victoria, 3630, Australia.
Christopher SiaTelecare Australia Pty Ltd, Department of Renal Medicine, Alfred Hospital, Melbourne, Victoria, 3000, Australia.
Raymond WenTelecare Australia Pty Ltd, Northwestern Melbourne Primary Health Network, Melbourne, Victoria, 3000, Australia.
Jacquie PhillipsMurray Primary Health Network, NCN Health, 2 Katamatite Rd, Numurkah, Victoria, 3636, Australia.
Mark AshcroftNCN Health, 2 Katamatite Rd, Numurkah, Victoria, 3636, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPreparation factors in implementation are critical for success but remain relatively unexplored in rural healthcare. This evaluative study investigated the introduction of a virtual medical officer model in three acute wards of a rural health service in Victoria, Australia. The paper describes the innovation and identifies important features of preparation in implementation.

methodsThe evaluation was process-outcome orientated, undertaken from December 2022 to June 2023; deemed the innovation's pilot phase. Multi-method data collection involved a review of documents pertaining to the model, an electronic survey specific to nurses at two time points (preparation and implementation), and semi-structured interviews targeting two groups; Group one, health system stakeholders (nurses, doctors, managers and virtual medical officers) and Group two, patients. Implementation frameworks informed the evaluation design, data collection and analysis.

resultsThe document review emphasised the important preparation factors undertaken as an interdependent platform for subsequent implementation stages, for example having a clear understanding of determinants such as the rural context, the problem and need. Interview findings (n = 77), involving Group one (n = 39); and Group two (n = 38), were categorised into three overarching themes; Facilitators of the telemedicine model, Barriers to the telemedicine model, and Sustaining telemedicine innovation gains for the future of rural healthcare. Critical preparation factors identified were the relational culture of collaboration and partnership during innovation design negotiation, and the importance of organisational and individual leadership. Implementation factors highlighted the effectiveness of the project management approach, and responsive adaptation, such as active feedback loops leading to model adjustment to increase acute ward routine efficiency. Sustainment factors were predicted to be impeded or aided by preparation actions.

conclusionsThe role of preparation in implementation requires clearer articulation with its features included in implementation plans. It is an active process which can influence any stage and eventual sustainability. Our description of facilitators and barriers, and contextual determinants, as contributors to implementation success, would aid decision makers when designing, introducing and adapting rural healthcare innovations. This study has policy implications for the development of rural medical workforce strategies and the planning of a rural digital healthcare strategy.

Indexed as

ImplementationMedical workforceRural healthcareTelemedicine innovation

Identifiers

PMID42286738
PMCPMC13491683

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.