Evidence map›Paper›PMID 33125032›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2021

Virtual care expansion in the Veterans Health Administration during the COVID-19 pandemic: clinical services and patient characteristics associated with utilization.

Jacqueline M Ferguson, Josephine Jacobs, Maria Yefimova, Liberty Greene, Leonie Heyworth, Donna M Zulman

Open access · bronzeAbstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 158 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
158citing papers in PubMed, 3 pooled it
28.7field-weighted citation impact, top 1% of its field
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

158 citing papers in PubMed, 3 syntheses or guidelines pooled it, 261 citations in OpenAlex.

  1. Pooled it
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  4. Trial
  5. Clinician Experiences With Tele-Emergency Care: Qualitative Study.Journal of medical Internet research · 2026
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  19. Health care access from the rural perspective: A narrative review.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
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98 more citing papers are in PubMed but not listed here.

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

6 authors at 2 institutions in 1 country.

Jacqueline M FergusonCenter for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Menlo Park, California, USA.
Josephine JacobsHealth Economics Resource Center, Veterans Affairs Palo Alto Health Care System, Menlo Park, California, USA.
Maria YefimovaCenter for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Menlo Park, California, USA.
Liberty GreeneCenter for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Menlo Park, California, USA.
Leonie HeyworthDepartment of Veterans Affairs Central Office, Office of Connected Care/Telehealth, Washington, DC, USA.
Donna M ZulmanCenter for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Menlo Park, California, USA.
VA Palo Alto Health Care System · USUniversity of California San Diego · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo describe the shift from in-person to virtual care within Veterans Affairs (VA) during the early phase of the COVID-19 pandemic and to identify at-risk patient populations who require greater resources to overcome access barriers to virtual care. MATERIALS AND

methodsOutpatient encounters (N = 42 916 349) were categorized by care type (eg, primary, mental health, etc) and delivery method (eg, in-person, video). For 5 400 878 Veterans, we used generalized linear models to identify patient sociodemographic and clinical characteristics associated with: 1) use of virtual (phone or video) care versus no virtual care and 2) use of video care versus no video care between March 11, 2020 and June 6, 2020.

resultsBy June, 58% of VA care was provided virtually compared to only 14% prior. Patients with lower income, higher disability, and more chronic conditions were more likely to receive virtual care during the pandemic. Yet, Veterans aged 45-64 and 65+ were less likely to use video care compared to those aged 18-44 (aRR 0.80 [95% confidence interval (CI) 0.79, 0.82] and 0.50 [95% CI 0.48, 0.52], respectively). Rural and homeless Veterans were 12% and 11% less likely to use video care compared to urban (0.88 [95% CI 0.86, 0.90]) and nonhomeless Veterans (0.89 [95% CI 0.86, 0.92]). DISCUSSION: Veterans with high clinical or social need had higher likelihood of virtual service use early in the COVID-19 pandemic; however, older, homeless, and rural Veterans were less likely to have video visits, raising concerns for access barriers. CONCLUSIONS AND RELEVANCE: While virtual care may expand access, access barriers must be addressed to avoid exacerbating disparities.

Indexed as

COVID-19AdolescentAdultAgedAmbulatory CareFemaleHumansMaleMental Health ServicesMiddle AgedTelemedicineUnited StatesUnited States Department of Veterans AffairsVeteransYoung Adultaccess to careCOVID-19disparitiestelemedicineVeterans

Identifiers

PMID33125032
PMCPMC7665538
OpenAlexW3096503049

What OpenQuestion holds

Textmetadata
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.