Evidence mapPaperPMID 41328522Full record

ArticleJournal of medical Internet research2025

Virtual Care, What Are We Measuring and What Should We Measure? Scoping Review of Reviews.

Melanie Powis, Anum Ali, Jackelyn Salmini, Saidah Hack, Rouhi Fazelzad, Lisa Barbara, Alejandro Berlin, Matthew Cheung, Mary DeVera, Annemarie Edwards and 6 more

Abstract readScoping Review
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. 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

16 authors.

Melanie PowisCancer Quality Lab (CQuaL), Princess Margaret Cancer Centre, University Health Network, 610 University Ave, Toronto, ON, M5G2M9, Canada, 1 905-713-5450.ORCID 0000-0001-6038-0701
Anum AliCancer Quality Lab (CQuaL), Princess Margaret Cancer Centre, University Health Network, 610 University Ave, Toronto, ON, M5G2M9, Canada, 1 905-713-5450.ORCID 0000-0003-1879-9917
Jackelyn SalminiCancer Quality Lab (CQuaL), Princess Margaret Cancer Centre, University Health Network, 610 University Ave, Toronto, ON, M5G2M9, Canada, 1 905-713-5450.ORCID 0009-0000-6255-9000
Saidah HackCancer Quality Lab (CQuaL), Princess Margaret Cancer Centre, University Health Network, 610 University Ave, Toronto, ON, M5G2M9, Canada, 1 905-713-5450.ORCID 0009-0000-3845-9691
Rouhi FazelzadLibrary and Information Services, University Health Network, Toronto, ON, Canada.ORCID 0000-0002-8316-7759
Lisa BarbaraDepartment of Radiation Oncology, Arthur JE Child Comprehensive Cancer Centre, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-8302-4117
Alejandro BerlinCancer Digital Intelligence, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.ORCID 0000-0002-1880-6905
Matthew CheungOdette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.ORCID 0000-0003-3193-5872
Mary DeVeraFaculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada.ORCID 0000-0002-2205-2683
Annemarie EdwardsCancer Strategy and Innovation, Canadian Cancer Society, Toronto, ON, Canada.ORCID 0009-0007-9571-4717
Helen McTaggart-CowanFaculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.ORCID 0000-0002-5451-0845
Robert OlsonDepartment of Surgery, University of British Columbia, Vancouver, BC, Canada.ORCID 0000-0003-4532-6197
Stuart PeacockCancer Control Research, BC Cancer Agency, Vancouver, BC, Canada.ORCID 0000-0002-8243-8721
Ambreen SayaniInstitute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.ORCID 0000-0001-5391-7769
Simron SinghPatient Centred Care, Cancer Care Ontario, Ontario Health, Toronto, ON, Canada.ORCID 0000-0002-5179-7043
Monika K KrzyzanowskaCancer Quality Lab (CQuaL), Princess Margaret Cancer Centre, University Health Network, 610 University Ave, Toronto, ON, M5G2M9, Canada, 1 905-713-5450.ORCID 0000-0001-5533-7418

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Virtual care is here to stay; however, there remains no comprehensive measurement framework to guide evaluation of its impacts, to inform policy decisions, and to support optimization of practice. Objective: This study aimed to conduct a scoping review of reviews to synthesize measures related to virtual care evaluation across clinical conditions and contexts to identify gaps in current evaluation measures and to inform the development of recommendations for future work. Methods: Citations published from 2015 to 2023 were retrieved from MEDLINE, Cochrane Database of Systematic Reviews, Embase, Emcare, Scopus, CINAHL, and Web of Science using search terms grouped by key concepts (virtual care and evaluation or quality measurement). Measures were defined as any quantitative or qualitative evaluation of performance or impact of virtual care on processes, outcomes, or systems. Articles were excluded if they were not a literature review (eg, primary results, commentaries, letters, protocols), dealt exclusively with pediatric populations, were published in a language other than English, or were abstracts only. Measures from retained articles (1233) were thematically grouped against the Proctor Implementation Research Outcomes framework. The study was reported according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guideline extension for scoping reviews. Results: There has been substantial growth in the virtual care literature, particularly since the start of the COVID-19 pandemic. The majority of articles (900/1233, 73.0%) evaluated client outcomes, including satisfaction with virtual care, usability or functionality of platforms, or clinical outcomes. Relative to the other domains of the Proctor framework, implementation measures were poorly defined, and many of the measures were proxy rather than direct measures. Despite the potential impacts of virtual care on health equity, most studies examining health equity were purely qualitative. Measures of safety, privacy, and security of virtual care were sparse and poorly defined. Caregivers play an important role in facilitating virtual visits and providing informal technical support; however, few studies examined implementation or satisfaction with virtual care from the perspective of caregivers. Additionally, clinician experience and acceptance of virtual care have implications for availability and adoption; however, relative to patients, few articles examined this perspective. Conclusions: Our study highlights gaps in current evaluations of virtual care. Work is needed to improve the quality and standardization of virtual care evaluation to ensure reproducibility, generalizability, and comparability of findings. Additionally, compliance with existing measure definitions and conventions should extend to virtual care. Finally, additional theoretical work is needed to standardize and conceptually frame future virtual care evaluations. Future studies should include both the caregiver and clinician as unique perspectives in evaluations and should embed systematic evaluations of the impact of social determinants of health on virtual care access, adoption, and perceptions of care.

Indexed as

TelemedicineCOVID-19HumansSARS-CoV-2clinical outcomesevaluationhealth equityquality measureremote monitoringsystematic reviewtelehealthtelemedicinevirtual care

Identifiers

PMID41328522
PMCPMC12670043

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.