Evidence map›Paper›PMID 41566411›Full record

ArticleJournal of medical Internet research2026

A Complex Digital Health Intervention to Support People With HIV: Organizational Readiness Survey Study and Preimplementation Planning for a Hybrid Effectiveness-Implementation Study.

Jacqueline Hodges, Wendy Cohn, Amanda Castel, Tabor Flickinger, Ava Lena Waldman, Michelle Hilgart, Olivia Kirby, Sylvia Caldwell, Karen Ingersoll

Abstract readClinical Trial Protocol
In one paragraph

Article 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. 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

9 authors.

Jacqueline HodgesDivision of Infectious Diseases, Department of Medicine, Duke University, 315 Trent Drive, Durham, NC, 27710, United States, 1 919 681 1309, 1 434 404 4578.ORCID http://orcid.org/0000-0001-9879-7502
Wendy CohnDepartment of Public Health Sciences, University of Virginia, Charlottesville, VA, United States.ORCID http://orcid.org/0000-0002-4351-8497
Amanda CastelMilken Institute School of Public Health, George Washington University, Washington, DC, United States.ORCID http://orcid.org/0000-0002-9095-2413
Tabor FlickingerGeneral, Geriatric & Palliative Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, United States.ORCID http://orcid.org/0000-0001-8820-2536
Ava Lena WaldmanDivision of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States.ORCID http://orcid.org/0000-0002-7784-3159
Michelle HilgartDepartment of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA, United States.ORCID http://orcid.org/0000-0001-9069-8788
Olivia KirbyMilken Institute School of Public Health, George Washington University, Washington, DC, United States.ORCID http://orcid.org/0000-0002-6663-065X
Sylvia CaldwellDivision of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States.ORCID http://orcid.org/0000-0003-3222-9355
Karen IngersollDepartment of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA, United States.ORCID http://orcid.org/0000-0001-8115-2548

Funding

Social and Behavioral Sciences CoreP30AI064518 · NIAID · DUKE UNIVERSITY · PI Nwora Lance Okeke · 2005 to 2026
$50.5M
Terry Beirn CPCRA Clinical Trials UnitUM1AI069503 · NIAID · GEORGE WASHINGTON UNIVERSITY · PI KAN, VIRGINIA · 2012 to 2020
$38.5M
The DC Cohort: A Longitudinal Population-Based Cohort Study of People Living with HIV in Washington, DCR24AI152598 · NIAID · GEORGE WASHINGTON UNIVERSITY · PI Amanda Derryck Castel, Marinella Temprosa · 2020 to 2026
$37.9M
INFECTIOUS DISEASES TRAINING PROGRAMT32AI007046 · NIAID · UNIVERSITY OF VIRGINIA CHARLOTTESVILLE · PI Alison K Criss, William A Petri · 1985 to 2026
$15.3M
Pragmatic Efficacy Trial of mHealth to Improve HIV Outcomes in the DC CohortR01MH122375 · NIMH · GEORGE WASHINGTON UNIVERSITY · PI CASTEL, AMANDA DERRYCK, INGERSOLL, KAREN S · 2020 to 2024
$3.5M
NIAID NIH HHS P30 AI064518NIAID NIH HHS R24 AI152598NIAID NIH HHS T32 AI007046NIAID NIH HHS UM1 AI069503NIMH NIH HHS R01 MH122375
6 · The paper itself

Abstract

Background: Evaluating implementation of digital health interventions (DHIs) in practice settings is complex, involving diverse users and multistep processes. Proactive planning can ensure implementation determinants and outcomes are captured for hybrid studies, but operational guidance for designing or planning hybrid DHI studies is limited. Objective: This study aimed to proactively define, prioritize, and operationalize measurement of implementation outcomes and determinants for a DHI hybrid effectiveness-implementation trial. We describe unique advantages and limitations of planning the trial implementation evaluation among a large-scale cohort study population and share results of a pretrial organizational readiness assessment. Methods: We planned a cluster-randomized, type II hybrid effectiveness-implementation trial testing PositiveLinks, a smartphone app for HIV care, compared to usual care (n=6 sites per arm), among HIV outpatient sites in the DC Cohort Longitudinal HIV Study in Washington, DC. We (1) defined components of the DHI and associated implementation strategy; (2) selected implementation science frameworks to accomplish evaluation aims; (3) mapped framework dimensions, domains, and constructs to implementation strategy steps; (4) modified or created instruments to collect data for implementation outcome measures and determinants; and (5) developed a compatible implementation science data collection and management plan. Provider baseline surveys administered at intervention sites probed usage of digital tools and assessed provider readiness for implementation with the Organizational Readiness to Implement Change tool. Results: We specified DHI and implementation strategy toward planning measurement of DHI and broader program reach and adoption. Mapping of implementation strategy steps to the Reach Effectiveness Adoption Implementation Maintenance framework prompted considerations for how to capture understudied aspects of each dimension: denominators and demographic representativeness within reach or adoption, and provider or organization-level adaptations, dose, and fidelity within the implementation dimension. Our process also prompted the creation of tools to obtain detailed determinants across domains and constructs of the Consolidated Framework for Implementation Research within a large sample at multiple time points. Some aspects of real-world PositiveLinks implementation were not reflected within the planned hybrid trial (eg, research assistants selected as de facto site implementation leads) or were modified to preserve internal validity of effectiveness measurement (eg, "Community of Practice"). Providers and research assistants (n=17) at intervention sites self-reported high baseline use of digital tools to communicate with patients. Readiness assessment revealed high median (48, IQR 45-54) total Organizational Readiness to Implement Change scores, with research assistants scoring higher than physicians (52.5, IQR 44-55 vs 48.0, IQR 46-49). Conclusions: Key takeaways, challenges, and opportunities arose in planning the implementation evaluation within a hybrid DHI trial among a cohort population. Prospective trial planning must balance generalizability of implementation processes to "real world" conditions with rigorous procedures to measure intervention effectiveness. Rapid, scalable tools require further study to enable evaluations within large multisite hybrid studies.

Indexed as

Digital HealthHIV InfectionsHealth Plan ImplementationHumansImplementation ScienceMobile ApplicationsMulticenter Studies as TopicRandomized Controlled Trials as TopicSurveys and QuestionnairesTelemedicineCFIRConsolidated Framework for Implementation Researchdigital healthHIVhybrid effectiveness-implementation studyimplementation sciencemobile healthReach Effectiveness Adoption Implementation MaintenanceRE-AIM

Identifiers

PMID41566411
PMCPMC12823349

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.