Evidence map›Paper›PMID 40882203›Full record

ArticleJMIR research protocols2025

Health System-Level Implementation of Digital Health Support for People Living With HIV and Substance Use Disorders: Protocol for a Cluster-Randomized, Stepped-Wedge Clinical Trial.

Ryan P Westergaard, Hailey K Ballard, Rachel E Gicquelais, Cynthia Firnhaber, Rebecca Miller, Melanie Wolman, Cameron Liebert, Emily Steeley, Marlon P Mundt, Linda S Park and 1 more

Abstract readClinical Trial Protocol
In one paragraph

Article in JMIR research protocols, 2025. 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

11 authors.

Ryan P WestergaardDepartment of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0000-0001-5701-4516
Hailey K BallardDepartment of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0009-0009-7793-7452
Rachel E GicquelaisDepartment of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0000-0002-7022-6385
Cynthia FirnhaberVivent Health, Denver, CO, United States.ORCID 0000-0002-7748-9321
Rebecca MillerDepartment of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0000-0002-5635-0726
Melanie WolmanDepartment of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0009-0004-7323-3080
Cameron LiebertDepartment of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0009-0003-6126-7243
Emily SteeleyVivent Health, Denver, CO, United States.ORCID 0009-0001-0659-153X
Marlon P MundtDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0000-0002-0606-6540
Linda S ParkDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0000-0001-8008-343X
Andrew QuanbeckDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0000-0003-0762-4804

Funding

Clinic-level implementation of mHealth to improve HIV viral suppression for patients with substance use disordersR01DA055527 · NIDA · UNIVERSITY OF WISCONSIN-MADISON · PI Andrew Quanbeck, Ryan Patrick Westergaard · 2022 to 2026
$3.2M
NIDA NIH HHS R01 DA055527
6 · The paper itself

Abstract

backgroundPeople living with HIV who are affected by substance use disorders and other social vulnerabilities are less likely to achieve and sustain viral suppression. Supporting these patients with mobile health systems can provide additional social and behavioral support that may improve HIV outcomes in these populations.

objectiveThis study aims to implement and evaluate an evidence-based digital health system (antiretroviral therapy care coordination; ART-C) to improve HIV viral suppression and reduce missed clinic visits within a multisite HIV care program.

methodsART-C will be implemented in 8 HIV medical home clinics operated by Vivent Health in Colorado, Missouri, Texas, and Wisconsin. All patients receiving HIV care across the system will be invited to use a customized version of the Connections smartphone app to join a virtual community of peers living with HIV. A subset of patients with substance use disorder will be recruited to use enhanced features of the app, allowing sharing of information about substance use and other social determinants of health with their care team. Effectiveness and implementation outcomes will be evaluated using a stepped-wedge clinical trial design. Effectiveness will be evaluated by comparing missed visits and viral nonsuppression rates before and after the intervention. Implementation will be evaluated using a mixed methods approach based on the reach, effectiveness, adoption, implementation, and maintenance framework.

resultsFunding was received April 2022 with data collection beginning December 6, 2023. Data collection is anticipated to end in 2027 with data analysis and results expected late 2027. As of submission of the manuscript, 86 participants were recruited. Of the 6710 patients with health record data available 2 years before the trial began, 1723 (25.68%) had a substance use disorder, 2825 (42.1%) missed at least 2 care visits, and 1354 (20.18%) had at least 1 detectable HIV RNA test (viral load ≥200 copies/mL), leaving 3816 (56.87%) eligible individuals. Analysis of preimplementation data demonstrated that patients had a mean of 4.1 (SD 2.1) to 7.8 (SD 5.5) care visits across all 8 Vivent Health sites, with 45% to 70% of patients missing at least 1 visit. Patients underwent a mean of 2.2 to 4 HIV RNA tests, and 14% to 37% of patients across clinics had at least 1 nonsuppressed HIV RNA result. Primary analyses are expected to be completed by 2028.

conclusionsThis study will evaluate the effectiveness of and implementation strategies for a mobile health-based intervention to support patients with HIV, substance use disorder, and related challenges in engaging in care and achieving viral suppression. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/69842.

Indexed as

HIV InfectionsSubstance-Related DisordersDigital HealthFemaleHumansMaleMobile ApplicationsRandomized Controlled Trials as TopicTelemedicineantiretroviral agentscase managementdigital healthHIVmedication adherencemobile phonesubstance-related disorders

Identifiers

PMID40882203
PMCPMC12432469

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.