Evidence map›Paper›PMID 41675101›Full record

ArticlemHealth2026

The results of a web-based randomized controlled intervention trial to improve antiretroviral therapy (ART) adherence among Youth with HIV (YouTHrive, ATN 135) during the COVID-19 pandemic.

Keith J Horvath, Michael Miller-Perusse, Richard MacLehose, Patrick S Sullivan, Lisa L Hightow-Weidman, K Rivet Amico

Abstract read
In one paragraph

Article in mHealth, 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

6 authors.

Keith J HorvathDepartment of Psychology and SDSU/UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, San Deigo, CA, USA.ORCID https://orcid.org/0000-0001-7569-2839
Michael Miller-PerusseDepartment of Psychology and SDSU/UC San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, San Deigo, CA, USA.ORCID https://orcid.org/0000-0002-5588-7011
Richard MacLehoseDepartment of Epidemiology, Tulane University, New Orleans, LA, USA.ORCID https://orcid.org/0000-0003-2041-3710
Patrick S SullivanDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.ORCID https://orcid.org/0000-0002-7728-0587
Lisa L Hightow-WeidmanInstitute on Digital Health and Innovation, College of Nursing, Florida State University, Tallahassee, FL, USA.ORCID https://orcid.org/0000-0002-2421-923X
K Rivet AmicoDepartment of Health Behavior and Health Equity, School of Public Health, University of Michigan, Ann Arbor, MI, USA.ORCID https://orcid.org/0000-0002-4458-6934

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Two-thirds of youth with human immunodeficiency virus (HIV) (YWH) were virally suppressed at the end of 2022 in the United States. We developed and evaluated the YouTHrive intervention in a multi-site 2-arm randomized controlled trial (RCT) for effects on viral suppression. Additionally, we evaluated the impact of the coronavirus disease 2019 (COVID-19) pandemic on participants. Methods: The 5-month mHealth intervention included participant interaction features, adherence information and monitoring, goal setting, and gamification, and was compared to an HIV information-only control condition. Viral suppression was defined as viral load <50 copies/mL, with secondary outcomes including examining viral load <200 copies/mL, viral load as a continuous outcome, and self-reported adherence using a visual analog scale (VAS). At baseline and 5-month follow-up, log-binomial regression models were used to estimate rate ratios (RRs) between study arms for viral suppression outcomes, and ordinary least squares linear regression models estimated mean differences (MDs) between study arms for antiretroviral therapy (ART) adherence and continuous viral load. The impacts of COVID-19 on different aspects of youth's lives were examined for the full sample and by intervention group. We also compared the responses of youth who were enrolled pre- Results: From August 2019 to December 2022, 208 youth across 8 recruiting sites were enrolled. The trial was stopped in March 2020 due to the COVID-19 pandemic, during which study procedures were modified before reopening in October 2020. Over half of participants (64%) were between 21 and 24 years of age, and 29% were between 18 and 20 years of age. Most were cisgender males (68%), Black/African American (66%), non-Hispanic (76%), and identified as gay (50%). Of the 120 participants with complete viral load data at both time points, most were virally suppressed at baseline and at the 5-month follow-up (67%). No significant group differences in primary or secondary outcomes were found in either the complete case models or models that used multiple imputation to account for missing variables. Youth reported that the COVID-19 pandemic overall reduced their quality of life, with the greatest impacts on anxiety levels, finances, and reducing opportunities for sex, although relatively few participants reported that it negatively impacted access to HIV treatment and care services. Conclusions: The YouTHrive intervention did not improve ART adherence or HIV viral load in this sample of youth. However, substantial changes to study procedures made in response to the COVID-19 pandemic may have contributed to these findings. Teams conducting similar studies in the future should consider ways of mitigating the impacts of possible future pandemics or similar disruptions early in their timeline to consider the impacts of changes to the study.

Indexed as

coronavirus disease 2019 (COVID-19)digital health interventionsHuman immunodeficiency virus (HIV)medication adherenceyoung people

Identifiers

PMID41675101
PMCPMC12885784

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LicenceCC BY-NC-ND
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Registered trials

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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.