Evidence map›Paper›PMID 41963926›Full record

ArticleBMC health services research2026

Applying the consolidated framework for implementation research to guide the development, implementation, and evaluation of a cardiology transitions of care program (RECARD trial).

Shelley A Wilkinson, Keshia De Guzman, Nazanin Falconer, Centaine Snoswell, Ian Coombes, Kelvin Robertson, Jared Miles, Chariclia Paradissis, Liza Raggatt, William Wang and 4 more

Abstract read
In one paragraph

Article in BMC health services research, 2026. 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. 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

14 authors.

Shelley A WilkinsonSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia. s.wilkinson@uq.edu.au.
Keshia De GuzmanSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.
Nazanin FalconerSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.
Centaine SnoswellSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.
Ian CoombesSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.
Kelvin RobertsonPharmacy Department, Townsville University Hospital, Douglas, 4814, Australia.
Jared MilesSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.
Chariclia ParadissisSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.
Liza RaggattSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.
William WangPrincess Alexandra Southside Clinical Unit, The University of Queensland, Woolloongabba, 4102, Australia.
John J AthertonCardiology Department, University of Queensland Faculty of Medicine, Royal Brisbane and Women's Hospital, Herston, 4029, Australia.
Sue CarsonFaculty of Health, School of Clinical Sciences, Pharmacy, Queensland University of Technology, Kelvin Grove, 4059, Australia.
Andrew JonesData Science Collaborative Research Platform, The University of Queensland, St Lucia, 4067, Australia.
Michael BarrasSchool of Pharmacy and Pharmaceutical Sciences, The University of Queensland, Dutton Park, 4102, Australia.

Funding

Medical Research Futures Fund MRFMMIP0000440
6 · The paper itself

Abstract

backgroundTransition of care (ToC) for patients following acute type 1 myocardial infarction or coronary revascularisation procedures is complex, often resulting in medication-related harm and hospital readmissions. Current ToC models lack comprehensive, system-wide approaches, especially in Australia, and often fail to address patient-centred needs and cultural considerations. This theoretical paper aims to outline a multidimensional implementation science approach that will underpin the design and implementation a pharmacy-led ToC intervention to reduce hospital readmissions and improve medication safety.

methodInformed by Guyatt et al. (2021), the REduce hospital readmissions for high-risk CARDiology patients (RECARD) ToC model, will integrate six key elements: (1) guiding implementation with the Consolidated Framework for Implementation Research (CFIR), including a patient domain; (2) co-design with patients and healthcare professionals; (3) understanding local needs using Bradshaw’s taxonomy; (4) designing an evidence-informed intervention based on health behaviour theories; (5) planning and executing implementation using the Expert Recommendations for Implementing Change (ERIC) and the Behaviour Change Wheel (BCW); and (6) evaluating and sustaining the intervention using the RE-AIM (Reach, Effectiveness, Adoption, Implementation, Maintenance) framework. This approach will involve a pre-post interventional trial across three quaternary Queensland hospitals, informed by focus groups, semi-structured interviews, and Yarning circles to refine the literature-informed intervention design.

resultsWe present our synthesised RECARD ToC model planned to be delivered as an “Adaptive ToC Pathway,” involving a collaborative team of pharmacists, nurse practitioners, and Indigenous health workers. The intervention will incorporate inpatient and post-discharge activities, tailored to local needs and patient preferences. The implementation plan will address barriers and enablers identified through stakeholder engagement, and RE-AIM will guide the evaluation.

conclusionsOur novel theory-informed approach, integrating CFIR, Bradshaw’s model, ERIC, BCW, and RE-AIM, provides a comprehensive framework for designing and implementing the RECARD ToC model. This will allow comparison of a prospective cohort receiving evidence-informed ToC activities to optimise medication management and patient safety, guided by a risk prediction model to predict unplanned readmissions due to medication harm within 30 days, with a retrospective historical cohort who received usual care. By understanding local needs and engaging stakeholders, this project seeks to create a sustainable and impactful intervention that addresses the gaps in current ToC practices, particularly for Indigenous populations, and enhances patient safety in the Australian healthcare setting. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Implementation ScienceMyocardial InfarctionTransitional CareAustraliaHumansPatient ReadmissionProgram DevelopmentProgram EvaluationCo-designImplementationKnowledge translationTheory-informed

Identifiers

PMID41963926
PMCPMC13191883

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.