Evidence map›Paper›PMID 41646672›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Expert consensus on barriers, facilitators and digital strategies to improve mental health service access for adolescents and young people living with HIV in Zambia 2025: A Delphi study.

Carlos Muleya, Jacqueline J Folotiya, Peter J Chipimo, Caitlin Baumhart, Cassidy Claassen, Naeem Dalal, Loyd Mulenga, Rosemary N Likwa

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

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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

5 · Who and what money

Authors and funding

8 authors.

Carlos MuleyaUniversity of Zambia, Lusaka, Zambia.
Jacqueline J FolotiyaUniversity of Zambia, Lusaka, Zambia.
Peter J ChipimoWorld Health Organization, Lusaka, Zambia.ORCID 0000-0001-5381-3820
Caitlin BaumhartUniversity of Maryland, Baltimore, USA.
Cassidy ClaassenUniversity of Maryland, Baltimore, USA.
Naeem DalalZambia National Public Health Institute, Lusaka, Zambia.
Loyd MulengaMinistry of Health, Lusaka, Zambia.
Rosemary N LikwaUniversity of Zambia, Lusaka, Zambia.

Funding

ZENITH D43 HIV & Aging Supplement - Prevalence of aging related conditions, stigma, and quality of life among older adults with and without HIV infection in ZambiaD43TW012493 · FIC · UNIVERSITY OF MARYLAND BALTIMORE · PI Cassidy W. Claassen, Lloyd Berdard Mulenga · 2023 to 2026
$1.3M
FIC NIH HHS D43 TW012493
6 · The paper itself

Abstract

Background: Adolescents and young people living with HIV (AYPLHIV) experience a high burden of depression, anxiety, behavioral difficulties, and psychosocial distress. These challenges undermine antiretroviral therapy (ART) adherence and long-term HIV outcomes. In Zambia, mental health services remain fragmented, centralized, and weakly integrated with HIV care. Expert consensus is needed to prioritize feasible system, service, and digital strategies to strengthen mental health access for AYPLHIV. Methods: We conducted a two-round Delphi study with ten Zambian mental health experts (psychiatry, psychology, nursing, HIV program management, and digital health). Round One (September 1-10 2025) collected open-ended responses on barriers, facilitators, and mobile health (mHealth) strategies. Responses were thematically analyzed in Ligre 6.5.1 and synthesized into 29 candidate statements. In Round Two (September 15-20, 2025), experts rated each statement on a five-point Likert scale (1-5). Consensus was defined a priori as ≥70% rating a statement 4-5 and an interquartile range (IQR) ≤1. Results: Consensus was reached for 27 of 29 statements (93%). Experts identified HIV- and mental-health-related stigma, poverty and transport costs, limited decentralization, low mental health literacy, harmful gender norms, and shortages of trained providers as key barriers to AYPLHIV accessing care. Priority facilitators included decentralizing services to primary and community levels, integrating mental health into ART clinics, strengthening youth-friendly and confidential counseling, expanding peer-support models, and improving multisector collaboration. mHealth solutions were strongly endorsed as confidential, scalable tools if they ensured robust data protection, offline or low-data functionality, multilingual and audio-visual content, and clear referral pathways to facility-based services. Conclusions: This Delphi process generated clear expert consensus on pragmatic priorities for expanding youth mental health care within Zambia's HIV program. The findings provide a framework for policymakers and implementers to integrate mental health and mHealth into HIV prevention, treatment, and care for AYPLHIV and to guide implementation and scale-up of youth-focused mental health interventions.

Indexed as

Barriers and facilitatorsDelphiDigital integrationmHealthMixed-methodYouth mental health

Identifiers

PMID41646672
PMCPMC12870705

What OpenQuestion holds

Textmetadata
LicenceCC0
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.