Evidence map›Paper›PMID 42555953›Full record

SynthesisJMIR mHealth and uHealth2026

Cost-Effectiveness of Virtual Emergency Care Models: Systematic Review.

Ravi Shankar, Linda Wang, Soon Hoe Ho, Mei Fong Liew, Satya Pavan Kumar Gollamudi, Tze Chin Wong, Serene Wong

Abstract readSystematic Review
In one paragraph

Synthesis in JMIR mHealth and uHealth, 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

7 authors.

Ravi ShankarClinical Research & Innovation Office, Tan Tock Seng Hospital, National Healthcare Group, Singapore, Singapore.ORCID 0009-0005-5578-3481
Linda WangFast and Chronic Programmes, Alexandra Hospital, Singapore, Singapore.ORCID 0009-0007-7885-6297
Soon Hoe HoFast and Chronic Programmes, Alexandra Hospital, Singapore, Singapore.ORCID 0000-0002-1494-9327
Mei Fong LiewDivision of Respiratory and Critical Care Medicine, Alexandra Hospital, National University Health System, Singapore, Singapore.ORCID 0000-0002-8880-004X
Satya Pavan Kumar GollamudiDepartment of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0009-0001-6708-3440
Tze Chin WongAmbulatory Operations, Alexandra Hospital, Singapore, Singapore.ORCID 0009-0008-3496-9369
Serene WongDivision of Respiratory and Critical Care Medicine, Alexandra Hospital, National University Health System, Singapore, Singapore.ORCID 0000-0001-6300-7515

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundVirtual care technologies have rapidly expanded in emergency medicine, particularly following the COVID-19 pandemic. However, comprehensive economic evaluations of their cost-effectiveness remain fragmented across different clinical applications and health care settings, creating uncertainty for policymakers and health care administrators considering implementation.

objectiveThis study aimed to systematically review and synthesize evidence on the cost-effectiveness of virtual emergency care models compared to traditional in-person emergency care across diverse clinical conditions, populations, and health care settings.

methodsWe conducted a systematic review following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, searching 8 electronic databases (PubMed, Embase, Scopus, Web of Science, CINAHL, Cochrane Library, MEDLINE, and PsycINFO) from inception to February 2025. We included full economic evaluations comparing virtual emergency care interventions with usual care. Two reviewers independently screened studies, extracted data, and assessed quality using the Drummond checklist and Consensus Health Economic Criteria (CHEC) list. Evidence certainty was evaluated using Grading of Recommendations Assessment, Development, and Evaluation (GRADE) methodology. Given heterogeneity in interventions and methods, we conducted a narrative synthesis by virtual care modality and clinical application.

resultsFrom 5817 identified references, 13 studies met inclusion criteria, representing diverse virtual care modalities across 6 countries (United States, Australia, Italy, Canada, Haiti, and Belgium). All included studies reported favorable economic outcomes for virtual emergency care. Video consultation was the most common modality (11/13 studies), achieving 31% to 73% reduction in patient transfers and cost savings of US $73 (AUD $105) to US $5118 per encounter. A total of 6 (46%) studies found virtual care to be dominant (both less costly and more effective). Incremental cost-effectiveness ratios ranged from US $1273 (€990) to US $108,363 per quality-adjusted life year, with most below accepted willingness-to-pay thresholds. Transfer avoidance was the primary economic driver, particularly in rural settings. Quality assessment revealed high methodological rigor (mean Drummond score 92.3%, SD 6.0%; mean CHEC score 95%, SD 4.2%). Using GRADE, evidence certainty was rated high for cost-effectiveness, moderate for transfer reduction and quality of life improvements, and low for emergency department length of stay and mortality benefits.

conclusionsVirtual emergency care demonstrates strong and consistent cost-effectiveness across diverse clinical conditions, populations, and health care settings. The evidence particularly supports implementation for stroke care, pediatric emergencies, and rural/remote populations where transfer avoidance drives substantial economic benefits. All evaluated modalities achieved favorable economic outcomes, suggesting technology should match context rather than maximize sophistication. These findings provide robust economic justification for expanding virtual emergency care access and removing regulatory barriers. As health care systems face mounting pressures from aging populations, workforce shortages, and budget constraints, virtual emergency care offers a proven strategy for improving access and quality while reducing costs.

trial registrationPROSPERO CRD42025648218; https://www.crd.york.ac.uk/PROSPERO/view/CRD42025648218.

Indexed as

Cost-Benefit AnalysisEmergency Medical ServicesTelemedicineCost-Effectiveness AnalysisHumanscost-effectivenesseconomic evaluationemergency caretelemedicinevirtual care

Identifiers

PMID42555953
PMCPMC13490934

What OpenQuestion 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 OpenQuestion graph.