Trial reportPloS one2016
A Structured Protocol Model of Depression Care versus Clinical Acumen: A Cluster Randomized Trial of the Effects on Depression Screening, Diagnostic Evaluation, and Treatment Uptake in Ugandan HIV Clinics.
Trial report in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02056106 (Task Shifting Model of Depression Treatment to Unleash HIV Public Health Benefits), which is not on this map. Cited by 30 papers, 3 of them syntheses that pooled 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.
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.
Task Shifting Model of Depression Treatment to Unleash HIV Public Health Benefits
Who cites it
30 citing papers in PubMed, 3 syntheses or guidelines pooled it, 42 citations in OpenAlex.
- Pooled it
- Psychometrics of the Patient Health Questionnaire (PHQ-9) in Uganda: A Systematic Review.Frontiers in psychiatry · 2022Pooled it
- Noncommunicable diseases among HIV-infected persons in low-income and middle-income countries: a systematic review and meta-analysis.AIDS (London, England) · 2018Pooled it
- Implementation strategies to build mental health-care capacity in Malawi: a health-economic evaluation.The Lancet. Global health · 2024Trial
- Trial
- Trial
- Integrating depression management into HIV primary care in central Malawi: the implementation of a pilot capacity building program.BMC health services research · 2018Trial
- Integration of specialised mental health services in an HIV clinic in a low resource setting.BMJ open quality · 2026Article
- Strategies to integrate non-communicable disease interventions in HIV and tuberculosis care contexts in low- and middle-income countries: a scoping review.BMJ global health · 2026Article
- Article
- Multi-sector determinants of implementation and sustainment for non-specialist treatment of depression and post-traumatic stress disorder in Kenya: a concept mapping study.Implementation science communications · 2025Article
- A global scoping review of task shifting and sharing interventions to improve the mental health of people living with HIV/AIDS.Global mental health (Cambridge, England) · 2025Review
- Integration of mental health and HIV service delivery in low- and middle-income countries: A systematic review of effectiveness.Global mental health (Cambridge, England) · 2025Review
- Exploring Effective Approaches: Integrating Mental Health Services into HIV Clinics in Northern Uganda.HIV/AIDS (Auckland, N.Z.) · 2024Article
- Improving integrated depression and non-communicable disease care in Malawi through engaged leadership and supportive implementation climate.BMC health services research · 2023Article
- Availability of screening and treatment for common mental disorders in HIV clinic settings: data from the global International epidemiology Databases to Evaluate AIDS (IeDEA) Consortium, 2016-2017 and 2020.Journal of the International AIDS Society · 2023Article
- Article
- Article
- A Mixed-Methods Process Evaluation: Integrating Depression Treatment Into HIV Care in Malawi.Global health, science and practice · 2021Article
- The Sub-Saharan Africa Regional Partnership (SHARP) for Mental Health Capacity-Building Scale-Up Trial: Study Design and Protocol.Psychiatric services (Washington, D.C.) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
Abstract
unlabelledDepression is common among people living with HIV, and it has consequences for both HIV prevention and treatment response, yet depression treatment is rarely integrated into HIV care in sub-Saharan Africa, partly due to the paucity of mental health professionals. We conducted a cluster randomized controlled trial of two task-shifting models to facilitating depression care delivered by medical providers: one that utilized a structured protocol, and one that relied on clinical acumen, in 10 HIV clinics in Uganda. Both models started with routine depression screening of all clients at triage using the 2-item Patient Health Questionnaire (PHQ-2), from which we enrolled 1252 clients (640 at structured protocol clinics, 612 at clinical acumen clinics) who had screened positive over 12 months. We compared the two models on (1) proportion of all client participants, and those clinically depressed (based on survey-administered 9-item PHQ-9>9), who received post-screening evaluation for depression using the PHQ-9; and (2) proportion of clinically depressed who were prescribed antidepressant therapy. Linear probability regression analyses were conducted using a wild cluster bootstrap to control for clustering; patient characteristics, clinic size and time fixed effects were included as covariates. Among all client participants, those in the structured protocol arm were far more likely to have received further evaluation by a medical provider using the PHQ-9 (84% vs. 49%; beta = .33; p = .01). Among the clinically depressed clients (n = 369), the advantage of the structured protocol model over clinical acumen was not statistically significant with regard to PHQ-9 depression evaluation (93% vs. 68%; beta = .21; p = .14) or prescription of antidepressants (69% vs. 58%; beta = .10; p = .50), in part because only 30% of clients who screened positive were clinically depressed. These findings reveal that in both models depression care practices were widely adopted by providers, and depression care reached most depressed clients. The structured protocol model is advantageous for ensuring that positively screened clients receive a depression evaluation, but the two models performed equally well in ensuring the treatment of depressed clients in the context of strong supervision support.
trial registrationClinicalTrials.gov NCT02056106.
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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.