Evidence map›Paper›PMID 40471580›Full record

SynthesisJAMA network open2025

Virtual Care Among Adults Facing Language Barriers: A Systematic Review and Meta-Analysis.

Erica Wennberg, Zuhal Mohmand, David D'Arienzo, Safa Majeed Grant, Elizabeth Uleryk, Manav V Vyas, Susitha Wanigaratne, Astrid Guttmann

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in JAMA network open, 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
  3. 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

8 authors.

Erica WennbergInstitute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Zuhal MohmandDepartment of Medicine, Queen's University, Kingston, Ontario, Canada.
David D'ArienzoInstitute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Safa Majeed GrantTemerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Elizabeth UlerykE.M. Uleryk Consulting, Mississauga, Ontario, Canada.
Manav V VyasInstitute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Susitha WanigaratneChild Health Evaluative Sciences, SickKids Research Institute, Toronto, Ontario, Canada.
Astrid GuttmannInstitute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.

Funding

CIHR
6 · The paper itself

Abstract

Importance: Patients with language barriers may experience difficulties accessing virtual care. Objectives: To synthesize the literature on the association between language barriers and use of and satisfaction with virtual care among adult patients and among caregivers of pediatric patients in high-income countries. Data Sources: Four electronic databases, MEDLINE, Embase, PsycINFO, and Web of Science, were searched from inception to March 2023 using a combination of language and virtual care terms. Study Selection: Eligible studies compared quantitative data on use of or satisfaction with virtual care among adult patients or caregivers of pediatric patients with or without language barriers in high-income countries. Data Extraction and Synthesis: Data were extracted by 2 independent reviewers using a piloted data extraction form. Risk of bias assessments were performed using the ROBINS-E tool. Data were synthesized by outcome type using random-effects meta-analyses stratified by primary vs specialist care and narrative synthesis. Reporting followed the Preferred Reporting Items for Systematic Reviews and Meta-analyses 2020 guideline. Main Outcomes and Measures: The primary outcomes were use of virtual care and satisfaction with virtual care among adult patients and among caregivers of pediatric patients with vs without language barriers. Results: In total, 41 studies were included, 35 with adult patients (N = 4 543 906) and 6 with caregivers of pediatric patients (N = 7921). Most studies (n = 38) were set in the US, and examined use of virtual care (n = 35). Adult patients facing language barriers had no significant difference in adjusted pooled odds of virtual vs in-person primary or specialist care use (adjusted OR [AOR], 0.91 [95% CI, 0.61-1.35]; n = 5; I2 = 95.0%) and significantly lower adjusted pooled odds of video vs telephone primary or specialist care use (AOR, 0.66 [95% CI, 0.52-0.85]; n = 5, I2 = 93.5%), with high heterogeneity. Restricting to specialist care, adult patients facing language barriers had significantly lower adjusted pooled odds of using virtual vs in-person (AOR, 0.78 [95% CI, 0.70-0.87]; n = 4; I2 = 0.0%) and video vs telephone (AOR, 0.62 [95% CI, 0.53-0.73]; n = 3; I2 = 0.0%) care, with low heterogeneity. Results for caregivers of pediatric patients were limited and showed no significant difference in odds of virtual vs in-person specialist care, with a wide confidence interval and high heterogeneity (OR, 0.62 [95% CI, 0.38-1.02]; n = 3; I2 = 91.2%). Results specific to primary care and results on other use of virtual care outcomes (eg, visit noncompletion) were inconclusive due to limited numbers of studies (eg, n = 2 studies reporting AOR of visit noncompletion for primary and specialist care, with I2 = 75.5% and 89.6%, respectively, for the corresponding meta-analyses). Results on satisfaction with virtual care, synthesized narratively, were limited and mixed. In studies of adult patients and caregivers of pediatric patients (n = 3 each), 2 of the 3 studies found no statistically significant difference in satisfaction, while 1 study found significantly lower satisfaction. Conclusions and Relevance: In this systematic review and meta-analysis, adult patients facing language barriers had no significant difference in pooled odds of using virtual compared with in-person care overall, and significantly lower pooled odds of using video compared to telephone care overall. Restricting to specialist care, pooled odds of using virtual care and video care were significantly lower among adult patients facing language barriers, with low heterogeneity. Further research on virtual care among individuals facing language barriers is needed, focusing on virtual primary care, patient satisfaction, and caregivers of pediatric patients.

Indexed as

Communication BarriersHealth Services AccessibilityTelemedicineAdultCaregiversFemaleHumansLanguageMalePatient Satisfaction

Identifiers

PMID40471580
PMCPMC12142448

What OpenQuestion holds

Textmetadata
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.