Evidence mapPaperPMID 42154285Full record

Trial reportJournal of medical Internet research2026

A Web-Based Virtual Environment Behavioral Intervention as Cardiovascular Disease and Metabolic Disease Prevention Education in Persons With HIV: Evaluation of the LEARN Randomized Controlled Trial.

S Raquel Ramos, Lindsie Boerger, Arjee Javellana Restar, Manali Phadke, Sangchoon Jeon, Constance Johnson, Gail Melkus, Trace Kershaw, Harmony Reynolds, Allison Vorderstrasse

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05242952 (LEveraging A viRtual eNvironment), which is not on this 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.

NCT05242952 nacompletednot on this map

LEveraging A viRtual eNvironment (LEARN) to Enhance Prevention of HIV-related Comorbidities in At-risk Minority MSM

TypeinterventionalSponsorYale UniversityRan2023 to 2025Enrolled78ConditionsCardiovascular DiseasesArmsGaming in a virtual environment
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

10 authors.

S Raquel Ramos *School of Nursing, Yale University, Orange, CT, United States.ORCID https://orcid.org/0000-0003-2403-7222
Lindsie Boerger *Yale Center for Clinical Investigation, New Haven, CT, United States.ORCID https://orcid.org/0000-0001-7150-7157
Arjee Javellana Restar *Department of Social and Behavioral Sciences, School of Public Health, Yale University, New Haven, CT, United States.ORCID https://orcid.org/0000-0003-2992-8198
Manali Phadke *Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, CT, United States.ORCID https://orcid.org/0000-0003-2268-5963
Sangchoon Jeon *School of Nursing, Yale University, Orange, CT, United States.ORCID https://orcid.org/0000-0003-2855-2053
Constance Johnson *Cizik School of Nursing, UT Health Houston, Houston, TX, United States.ORCID https://orcid.org/0000-0003-3162-3932
Gail Melkus *Rory Myers College of Nursing, New York University, New York, NY, United States.ORCID https://orcid.org/0000-0002-5859-4118
Trace Kershaw *Department of Social and Behavioral Sciences, School of Public Health, Yale University, New Haven, CT, United States.ORCID https://orcid.org/0000-0002-3300-1355
Harmony Reynolds *Department of Medicine, Grossman School of Medicine, New York University, New York, NY, United States.ORCID https://orcid.org/0000-0003-0284-0655
Allison Vorderstrasse *Elaine Marieb College of Nursing, University of Massachusetts Amherst, Amherst, MA, United States.ORCID https://orcid.org/0000-0002-3221-9790

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPersons living with HIV have an increased risk of cardiovascular and metabolic diseases compared with HIV-seronegative individuals.

objectiveThis study aims to assess the feasibility and acceptability of a virtual environment (VE) for cardiovascular disease and metabolic disease prevention education among men living with HIV through a pilot waitlist-control randomized trial.

methodsIn phase 1, we conducted interviews and VE beta testing with 25 individuals. In phase 2, reported here, we conducted a waitlist-controlled trial using permuted block randomization. Participants were allocated to either the VE intervention (n=40) or the waitlist control arm (n=38). The primary outcomes were feasibility (defined by recruitment and retention metrics) and acceptability (defined by levels of engagement) of the VE. We also examined preliminary effect sizes across several cardiovascular health-related indicators.

resultsParticipants had a mean age of 41.8 (SD 10.4) years and had been living with HIV for a mean of 15.9 (SD 9.7) years. Of the 56 total participants, 35 (63%) were Black and 15 (27%) were Hispanic. A total of 14 out of 31 (45%) of participants with baseline data in the intervention arm engaged with the VE, with an average session duration of 110 minutes. The most highly engaged content modules were nutrition (146 engagements), oral health (138 engagements), fitness tips and videos (82 engagements), and relaxation techniques (75 engagements). Retention was 48 out of 78 (61%) at the final assessment, which, to our knowledge, is higher than the typical retention rates reported in remote digital health and behavioral intervention research. Preliminary efficacy analyses of changes at 3 and 6 months revealed medium effect sizes favoring the intervention for key nutritional outcomes (vegetable consumption: d=0.59-0.66; whole grain intake: d=0.41-0.46) and vigorous physical activity (d=0.38-0.57). Small-to-medium effect sizes were observed for fast food reduction (d=0.37 at 6 months), total physical activity (d=0.37 at 6 months), depressive symptoms (d=0.22 at 3 months), and HIV illness perceptions, including Timeline Acute/Chronic subscale score (d=0.44 at 3 months), Illness Coherence (d=0.33 at 3 months), and Emotional Representations (d=0.23-0.33).

conclusionsThe LEARN (LEveraging A viRtual eNvironment to enhance prevention of HIV-related comorbidities) study demonstrated the feasibility and acceptability of a VE designed for cardiovascular and metabolic disease prevention education among persons living with HIV. High engagement with specific educational content and favorable retention rates highlight the promise of this innovative approach. Preliminary effect sizes suggested positive trends in cardiovascular health indicators and mental well-being, indicating the potential for additional benefits associated with the intervention. These findings support progression to a fully powered randomized controlled trial. Subsequent funding has been awarded based on this work to expand the research in LEARN2. We will integrate lessons learned from this study and focus on HIV-related conditions with shared risk factors to enhance the intervention's impact. By addressing HIV-related conditions with interrelated risk factors, we aim to provide a more comprehensive intervention to improve the overall health and well-being of individuals living with HIV.

trial registrationClinicalTrials.gov NCT05242952; https://clinicaltrials.gov/ct2/show/NCT05242952. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/38348.

Indexed as

Cardiovascular DiseasesHealth EducationHIV InfectionsInternetMetabolic DiseasesPatient Education as TopicAdultFeasibility StudiesHumansMaleMiddle AgedARchronic illnessCVDgamificationhealth educationHIVlifestylemetabolic diseaseminority groupspreventative cardiologyRCTvirtual environmentVR

Identifiers

PMID42154285
PMCPMC13316017

What Socratic holds

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Registered trials

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.