Evidence map›Paper›PMID 39250183›Full record

ArticleJournal of medical Internet research2024

Evaluation of the Veterans Health Administration's Digital Divide Consult for Tablet Distribution and Telehealth Adoption: Cohort Study.

Jacqueline M Ferguson, James Van Campen, Cindie Slightam, Liberty Greene, Leonie Heyworth, Donna M Zulman

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

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  7. Prevalence and Correlates of Social Risks and Receipt of Resources Among Rural and Urban Veterans.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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  16. Phone-only mental health care within the Department of Veterans Affairs: Associations with rurality, age, sex, and clinical severity.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    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

6 authors.

Jacqueline M FergusonCenter for Innovation to Implementation, Veterans Affairs Palo Alto Healthcare System, Menlo Park, CA, United States.ORCID 0000-0003-0027-387X
James Van CampenCenter for Innovation to Implementation, Veterans Affairs Palo Alto Healthcare System, Menlo Park, CA, United States.ORCID 0000-0003-4648-4664
Cindie SlightamCenter for Innovation to Implementation, Veterans Affairs Palo Alto Healthcare System, Menlo Park, CA, United States.ORCID 0000-0001-9211-2285
Liberty GreeneCenter for Innovation to Implementation, Veterans Affairs Palo Alto Healthcare System, Menlo Park, CA, United States.ORCID 0000-0003-3164-8822
Leonie HeyworthOffice of Connected Care/Telehealth, Department of Veterans Affairs Central Office, Veterans Health Administration, Washington, DC, United States.ORCID 0000-0003-3680-9402
Donna M ZulmanCenter for Innovation to Implementation, Veterans Affairs Palo Alto Healthcare System, Menlo Park, CA, United States.ORCID 0000-0001-8904-2810

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundVideo telehealth offers a mechanism to help Veterans Health Administration (VHA) patients overcome health care access barriers; however, many veterans lack a suitable device and sufficient internet connectivity. To address disparities in technology access, VHA established a Connected Device Program that offers veterans loaned video-capable tablets and internet service. In 2020, VHA introduced a national Digital Divide Consult to facilitate and standardize referrals for this resource.

objectiveWe sought to evaluate the reach and impact of VHA's Connected Device Program, leveraging Digital Divide Consult data to determine whether resources are supporting veterans with health care needs and access barriers.

methodsWe examined the reach of VHA's Connected Device Program using national secondary data from VHA's electronic health records among 119,926 tablet recipients who received a tablet (April 1, 2020, to February 28, 2023) and 683,219 veterans from the general VHA population. We assessed changes in tablet recipients' demographic and clinical characteristics before and after implementation of the Digital Divide Consult compared with the general VHA population. We examined the impact of tablets and the consult on adoption of telehealth (ie, video visit use and number of visits) adjusting for differences between tablet recipients and the general VHA population. Finally, we evaluated consult implementation by assessing the use of video-based services by tablet referral reason.

resultsCommon reasons for tablet referral included mental health diagnoses (50,367/79,230, 63.9%), distance from a VHA facility >30 miles (17,228/79,230, 21.7%), and social isolation (16,161/79,230, 20.4%). Moreover, 63.0% (49,925/79,230) of individuals who received a tablet after implementation of the Digital Divide Consult had a video visit in the first 6 months of tablet receipt. Some consult reasons were associated with a higher-than-average percentage of video telehealth use, including enrollment in evidence-based mental health programs (74.8% [830/1100] with video use), living >30 miles from a VHA facility (68.3% [10,557/17,228] with video use), and having a mental health diagnosis (68.1% [34,301/50,367] with video use). Tablet recipients had nearly 3 times the likelihood of having a video visit within a month once provided a tablet compared to the general VHA population, with an adjusted risk ratio of 2.95 (95% CI 2.91-2.99) before consult implementation and 2.73 (95% CI 2.70-2.76) after consult implementation. Analyses of telehealth adoption suggested that veterans receiving tablets for mental health care and evidence-based programs have higher rates of video visits, while those who are homebound or receiving tablets for hospice have higher rates of nonuse.

conclusionsThis evaluation of VHA's Connected Device Program suggests that tablets are facilitating video-based care among veterans with complex needs. Standardization of referrals through the Digital Divide Consult has created opportunities to identify groups of tablet recipients with lower telehealth adoption rates who might benefit from a targeted intervention.

Indexed as

TelemedicineUnited States Department of Veterans AffairsAdultAgedCohort StudiesComputers, HandheldDigital DivideFemaleHealth Services AccessibilityHumansMaleMiddle AgedReferral and ConsultationUnited StatesVeteransbarriers to carehealth care accesstelehealthtelemedicineveteransvideo-based care

Identifiers

PMID39250183
PMCPMC11420580

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.