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ArticleAIDS and behavior2026

Feasibility and Preliminary Effectiveness of a Data-to-Care Intervention for HIV-Positive People Who Inject Drugs in Ukraine: A Pilot Cluster-Randomized Trial.

Kostyantyn Dumchev, Brian Weir, Khushee Prasad, Shannon Fuller, Farren Rodrigues, Julia Burlaka, Olena Makarenko, Tetiana Kiriazova, Jill Owczarzak

Registry-linked trialAbstract read
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In one paragraph

Article in AIDS and behavior, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05821413 (Implementation, Evaluation, and Cost Effectiveness of a Data-to-Care Strategy to Improve HIV Continuum Outcomes for Out of Care PLWH in Ukraine), 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.

NCT05821413 nacompletednot on this map

Implementation, Evaluation, and Cost Effectiveness of a Data-to-Care Strategy to Improve HIV Continuum Outcomes for Out of Care PLWH in Ukraine

TypeinterventionalSponsorJohns Hopkins Bloomberg School of Public HealthRan2023 to 2024Enrolled160ConditionsHIV InfectionsArmsData to care, Standard of Care
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.

Kostyantyn DumchevUkrainian Institute on Public Health Policy, 10 Bohdana Khmelnytskoho Str., Office 60, 01054, Kyiv, Ukraine. dumchev@uiphp.org.ua.ORCID http://orcid.org/0000-0003-2862-4977
Brian WeirDepartment of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA. bweir3@jhu.edu.
Khushee PrasadDepartment of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA. kprasad6@jh.edu.
Shannon FullerDepartment of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA. sfulle14@jhmi.edu.ORCID http://orcid.org/0000-0001-6070-8172
Farren RodriguesDepartment of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA. frodri19@jh.edu.
Julia BurlakaDepartment of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, USA. j_burlaka@uncg.edu.ORCID http://orcid.org/0000-0002-7053-8178
Olena MakarenkoUkrainian Institute on Public Health Policy, 10 Bohdana Khmelnytskoho Str., Office 60, 01054, Kyiv, Ukraine. o.makarenko@uiphp.org.ua.
Tetiana KiriazovaUkrainian Institute on Public Health Policy, 10 Bohdana Khmelnytskoho Str., Office 60, 01054, Kyiv, Ukraine. kiriazova@uiphp.org.ua.ORCID http://orcid.org/0000-0002-8480-6591
Jill OwczarzakDepartment of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA. jillowczarzak@jhu.edu.ORCID http://orcid.org/0000-0003-2380-5533

Funding

Implementation Science of a Data-to-Care Strategy to Improve HIV Continuum and Drug Treatment Outcomes for Out of Care PLWH in UkraineR34DA053143 · NIDA · JOHNS HOPKINS UNIVERSITY · PI KIRIAZOVA, TETIANA, OWCZARZAK, JILL · 2021 to 2023
$689k
NIDA NIH HHS R34 DA053143NIDA NIH HHS R34DA053143
6 · The paper itself

Abstract

Antiretroviral therapy (ART) interruptions are common among people who inject drugs (PWID) and contribute to viral rebound, disease progression, and onward transmission. Data-to-Care (D2C) strategies, which use routine health data to identify and re-engage people living with HIV who have fallen out of care, are widely used in high-income settings but rarely evaluated in low- and middle-income countries. We piloted a Ukrainian Data-to-Care (UD2C) intervention integrated into the national HIV Medical Information System among HIV-positive PWID recently out of care. Four specialized HIV clinics were randomized to UD2C or care as usual (CAU), with 40 participants enrolled per clinic (n = 160). UD2C combined an optimized data query to identify out-of-care patients with multidisciplinary, acuity-based case management. Recruitment, data extraction, and intervention delivery were feasible across all clinics. Because recruitment required clinic attendance, the pilot assessed UD2C's post-linkage care component rather than its re-engagement function. The primary analysis accounted for clinic-level clustering using cluster-robust standard errors. Median ART coverage during follow-up was higher in UD2C than CAU (97% vs. 89%; adjusted rate ratio 1.15, 95% CI 0.87-1.51); this difference was significant in the model-based sensitivity analysis but not in the primary clustered analysis. Viral suppression was achieved or maintained more often in UD2C than CAU (58.8% vs. 28.8%; adjusted odds ratio 4.6, 95% CI 1.76-12.1). The UD2C model was feasible to implement and evaluate using a cluster-randomized design and showed promising improvements in longitudinal viral suppression. A fully powered definitive trial is warranted to confirm effectiveness and inform national scale-up. The trial is registered at www.clinicaltrials.gov as NCT05821413.

Indexed as

Antiretroviral therapy adherenceCare continuumEastern EuropeHealth information systemsImplementation scienceViral suppression

Identifiers

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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 OpenQuestion graph.