Evidence map›Paper›PMID 40306646›Full record

ArticleJournal of medical Internet research2025

Integrating a Mobile App to Enhance Atrial Fibrillation Care: Key Insights From an Implementation Study Guided by the Consolidated Framework for Implementation Research.

Sumudu Hewage, Sanjeewa Kularatna, William Parsonage, Tomos Walters, Steven McPhail, David Brain, Michelle J Allen

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
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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

7 authors.

Sumudu HewageAustralian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia.ORCID https://orcid.org/0000-0001-8079-4338
Sanjeewa KularatnaAustralian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia.ORCID https://orcid.org/0000-0001-5650-154X
William ParsonageAustralian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia.ORCID https://orcid.org/0000-0002-0223-5378
Tomos WaltersQueensland Cardiovascular Group, Brisbane, Australia.ORCID https://orcid.org/0000-0002-6236-1405
Steven McPhailAustralian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia.ORCID https://orcid.org/0000-0002-1463-662X
David BrainAustralian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia.ORCID https://orcid.org/0000-0002-6612-348X
Michelle J AllenAustralian Centre for Health Services Innovation, Queensland University of Technology, Kelvin Grove, Australia.ORCID https://orcid.org/0000-0003-2178-4054

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite the growing use of mobile health apps in managing chronic heart disease, their integration into routine care remains challenging due to dynamic, context-specific barriers.

objectiveThis study aimed to identify the key enablers and challenges of implementing a mobile app for cardiac rehabilitation and healthy lifestyles in patients with atrial fibrillation at an Australian cardiology clinic.

methodsWe interviewed both clinicians and patients to understand their perspectives about the mobile app and what factors affected the implementation. The two semistructured interview guides used, one for clinicians and one for patients, were developed based on the Consolidated Framework for Implementation Research (CFIR) and nonadoption abandonment, scale-up, spread, and sustainability complexity assessment tool. All interviews were recorded and transcribed, and the transcripts were analyzed inductively to generate codes using a constructionist perspective. These codes were subsequently mapped onto the constructs within the CFIR across its five domains. This framework analysis was followed by examining the interconnections among the constructs to understand their collective impact on the implementation process, thereby identifying key enablers and challenges for the integration efforts.

resultsWe interviewed 24 participants including 18 patients, whose mean age was 69 (SD 9.2) years, and 6 clinicians, comprising 4 specialist cardiac electrophysiologists and 2 nurses. Patient engagement with the app varied: 3 participants completed the cardiac rehabilitation plan, 1 participant was still actively engaged, 2 participants had partial use, 10 participants downloaded but never used the app, and 2 participants did not download the app. We identified a complex interplay between key determinants across all five CFIR domains, collectively impacting two main elements in the implementation process: (1) acceptability and user engagement with the app and (2) the clinic's implementation readiness. The app was more likely to be accepted and used by patients who needed to establish healthy lifestyle habits. Those with established healthy lifestyle habits did not indicate that the app provided sufficient added value to justify adoption. Interoperability with other devices and design issues, for example, limited customization options, also negatively impacted the uptake. The clinic's implementation readiness was limited by various challenges including limited staff availability, insufficient internal communication processes, the absence of an implementation evaluation plan, and lack of clarity around who is funding the app's use beyond the initial trial. Despite the clinician's overall inclination toward technology use, diverse opinions on the evidence for short-term cardiac rehabilitation programs in atrial fibrillation critically reduced their commitment to app integration.

conclusionsMobile health apps have seen rapid expansion and offer clear benefits, yet their integration into complex health systems remains challenging. Whilst our findings are from a single app implementation, they highlight the importance of embedding contextual analysis and proactive strategic planning in the integration process.

Indexed as

Atrial FibrillationMobile ApplicationsAgedAustraliaFemaleHumansInterviews as TopicMaleMiddle AgedTelemedicineappatrial fibrillationAustraliacardiaccardiac rehabilitationcardiologyCFIRconsolidated framework for implementation frameworkdigitaldigital healthdigital health integrationeHealthhealth care innovationimplementation researchimplementation scienceinterviewlifestyle modificationmHealthmobile healthmobile health appsrehabilitationsmartphonetechnologytechnology adoptiontelehealthtelemedicine

Identifiers

PMID40306646
PMCPMC12079067

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.