Evidence map›Paper›PMID 41813853›Full record

ArticleNPJ digital medicine2026

Using clinical simulation to evaluate a video telehealth consultation summary application.

Teresa O'Brien, Kit Huckvale, Olivia Metcalf, Wendy Chapman, Hasan Ferdous, Rashina Hoda, Peter Poon, Andy Li, Laura Bird, Isabella Hall and 5 more

Abstract read
In one paragraph

Article in NPJ digital medicine, 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

15 authors.

Teresa O'BrienDigital Health Validitron, Centre for Digital Transformation of Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Carlton, VIC, Australia.
Kit HuckvaleDigital Health Validitron, Centre for Digital Transformation of Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Carlton, VIC, Australia. kit.huckvale@unimelb.edu.au.
Olivia MetcalfDigital Health Validitron, Centre for Digital Transformation of Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Carlton, VIC, Australia.
Wendy ChapmanDigital Health Validitron, Centre for Digital Transformation of Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Carlton, VIC, Australia.
Hasan FerdousDigital Health Validitron, Centre for Digital Transformation of Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Carlton, VIC, Australia.
Rashina HodaFaculty of Information Technology, Monash University, Clayton, VIC, Australia.
Peter PoonDepartment of Supportive and Palliative Care, Monash Health, Clayton, VIC, Australia.
Andy LiFaculty of Information Technology, Monash University, Clayton, VIC, Australia.
Laura BirdDepartment of Supportive and Palliative Care, Monash Health, Clayton, VIC, Australia.
Isabella HallDepartment of Supportive and Palliative Care, Monash Health, Clayton, VIC, Australia.
Emmy TrinhDepartment of Supportive and Palliative Care, Monash Health, Clayton, VIC, Australia.
Christopher BainFaculty of Information Technology, Monash University, Clayton, VIC, Australia.
Sam GeorgyHealthdirect Australia, Sydney, NSW, Australia.
Xiao ChenSchool of Information and Physical Sciences, College of Engineering, Science and Environment, University of Newcastle, Callaghan, NSW, Australia.
Mahima KallaDigital Health Validitron, Centre for Digital Transformation of Health, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Carlton, VIC, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Patients forget up to 80% of information conveyed during medical consultations. While clinicians may provide hand-written notes to patients during in-person appointments, such opportunities are limited in telehealth. Palliative care patients with complex information needs may benefit from consultation summaries. We developed a consultation summary application (CSA) to generate patient-facing summaries during video telehealth, in a palliative care context. Traditional research methods fall short in early identification and resolution of socio-technical factors, e.g., workflow compatibility, which impact the adoption of digital health innovations. Drawing on the Service Readiness Level Framework, we adopted a phased approach to generating evidence for the CSA. We conducted clinical simulations with seven clinician-simulated patient dyads involving the metastatic lung cancer scenario to examine and address usability and workflow integration issues prior to real-world implementation. Both clinicians and simulated patients perceived the CSA as a valuable tool to support palliative care patients with information recall and self-management. We recommend clinical simulation to de-risk real-world deployment, and optimise the digital health innovations.

Identifiers

PMID41813853
PMCPMC13230944

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.