Evidence map›Paper›PMID 41632958›Full record

Trial reportJMIR mHealth and uHealth2026

Evidence of Efficacy of the My Personal Health Guide Mobile Phone App on Antiretroviral Therapy Adherence Among Young African American Men Who Have Sex With Men at 1 Month: Randomized Controlled Trial.

Mark S Dworkin, Kara Herrera, Sierra Upton, Casey M Luc, Jeb Jones, Paul Burns, Li Liu, Antonio Jimenez, Ruiqi Ren, Meaghan Woody and 2 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04217174 (A Mobile Phone Intervention Using a Relational Human Talking Avatar to Promote Multiple Stages of the HIV Care Continuum in African American MSM), 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.

NCT04217174 nacompletednot on this map

A Mobile Phone Intervention Using a Relational Human Talking Avatar to Promote Multiple Stages of the HIV Care Continuum in African American MSM

TypeinterventionalSponsorUniversity of Illinois at ChicagoRan2020 to 2024Enrolled315ConditionsMedication Adherence, Retention in CareArmsMy Personal Health Guide, My Personal Food Guide
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

12 authors.

Mark S DworkinCommunity Outreach Intervention Projects, University of Illinois Chicago, Chicago, IL, United States.ORCID 0000-0003-0974-8368
Kara HerreraCommunity Outreach Intervention Projects, University of Illinois Chicago, Chicago, IL, United States.ORCID 0009-0008-4424-6359
Sierra UptonCommunity Outreach Intervention Projects, University of Illinois Chicago, Chicago, IL, United States.ORCID 0009-0006-5733-5751
Casey M LucCommunity Outreach Intervention Projects, University of Illinois Chicago, Chicago, IL, United States.ORCID 0000-0003-3669-9821
Jeb JonesRollins School of Public Health, Emory University, Atlanta, United States.ORCID 0000-0001-9165-1658
Paul BurnsJohn D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, MS, United States.ORCID 0000-0001-9882-649X
Li LiuCommunity Outreach Intervention Projects, University of Illinois Chicago, Chicago, IL, United States.ORCID 0000-0003-2681-8487
Antonio JimenezCommunity Outreach Intervention Projects, University of Illinois Chicago, Chicago, IL, United States.ORCID 0000-0002-1080-397X
Ruiqi RenCommunity Outreach Intervention Projects, University of Illinois Chicago, Chicago, IL, United States.ORCID 0009-0000-0486-7128
Meaghan WoodyRollins School of Public Health, Emory University, Atlanta, United States.ORCID 0000-0001-5858-3243
Robert GarofaloAdolescent and Young Adult Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States.ORCID 0000-0001-9513-9416
Sangyoon LeeDepartment of Computer Science, Connecticut College, New London, CT, United States.ORCID 0000-0002-0749-7641

Funding

A mobile phone intervention using a relational human talking Avatar to promote multiple stages of the HIV Care Continuum in African American MSMR01MH116721 · NIMH · UNIVERSITY OF ILLINOIS AT CHICAGO · PI DWORKIN, MARK S · 2019 to 2023
$3.7M
NIMH NIH HHS R01 MH116721
6 · The paper itself

Abstract

backgroundYoung African American men who have sex with men (AAMSM) experience disproportionately high HIV incidence and are less likely to achieve viral suppression compared to White men who have sex with men, an outcome that relies on antiretroviral therapy (ART) adherence. We created My Personal Health Guide, a talking relational agent-based mobile health app to improve ART adherence among young AAMSM.

objectiveThe objective was to determine the efficacy of My Personal Health Guide on improving ART adherence among young AAMSM living with HIV.

methodsWe implemented a randomized controlled trial among young (aged 18-34 years) AAMSM with nonoptimal ART adherence throughout the United States between February 2020 and September 2023, predominantly through social media and by word of mouth, provider referral, and fliers in selected health care settings. Participants were randomized in a 1:1 ratio using permuted blocks of 8 to the intervention, My Personal Health Guide, or the attention control arm. ART adherence was assessed with Wilson's 3-item self-reported adherence measurement and dichotomized at ≥80%. Logistic regression models using backward selection were used to evaluate the efficacy of My Personal Health Guide on ≥80% ART adherence at 1-month follow-up.

resultsAmong the 253 AAMSM at baseline, most (n=180, 71.1%) self-reported being ≥80% adherent to ART, over half (n=145, 57.3%) resided in the Southern United States, but all US regions were represented, nearly half (n=175, 42.3%) had some college education, over one-third (n=96, 37.9%) had less than optimal literacy, and approximately one-quarter (n=61, 24.1%) experienced housing insecurity in the past 6 months. The sample for analysis of the My Personal Health Guide app efficacy was 131 (intervention=76 and control=55). The odds of being ≥80% adherent to ART at 1-month follow-up were 3.97 (95% CI 1.26-12.55) times greater among participants randomized to the My Personal Health Guide app compared to the controls, after adjusting for ART adherence at baseline, treatment adherence self-efficacy, and ever being incarcerated. Additionally, for every 1-point increase in the HIV Treatment Adherence Self-Efficacy Scale, the odds of ≥80% ART adherence increased by 3% (odds ratio 1.03, 95% CI 1.00-1.06).

conclusionsParticipants randomized to receive My Personal Health Guide reported nearly 4 times greater odds of being ≥80% adherent to ART compared to the attention control group at 1-month follow-up. To our knowledge, this is the first randomized controlled trial demonstrating improved medication adherence using a relational agent-based behavioral intervention. These findings provide evidence of short-term efficacy of My Personal Health Guide to improve ART adherence among young AAMSM. We recommend further research on the inclusion of relational agents in behavioral research, especially in populations affected by stigma and nonoptimal health literacy, where this nonhuman supportive and educational approach may be complementary to health care systems.

trial registrationClinicalTrials.gov NCT04217174; https://clinicaltrials.gov/study/NCT04217174.

Indexed as

Anti-Retroviral AgentsBlack or African AmericanHomosexuality, MaleMedication AdherenceMobile ApplicationsAdherence InterventionsAdolescentAdultHIV InfectionsHumansMaleUnited StatesYoung AdultAnti-Retroviral AgentsAfrican American men who have sex with menavatar-based mobile phone interventionBlack or African AmericanHIVmedical adherencemen who have sex with menmobile appssexual and gender minoritiestreatment adherence

Identifiers

PMID41632958
PMCPMC12914231

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.