SynthesisImplementation science : IS2017
An exploration of group-based HIV/AIDS treatment and care models in Sub-Saharan Africa using a realist evaluation (Intervention-Context-Actor-Mechanism-Outcome) heuristic tool: a systematic review.
Synthesis in Implementation science : IS, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Retention in care and viral suppression in differentiated service delivery models for HIV treatment delivery in sub-Saharan Africa: a rapid systematic review.Journal of the International AIDS Society · 2020Pooled it
- Participation in adherence clubs and on-time drug pickup among HIV-infected adults in Zambia: A matched-pair cluster randomized trial.PLoS medicine · 2020Trial
- Realist synthesis of co-production of services in a local authority context: what works, for whom, how and in what circumstances?Health research policy and systems · 2026Review
- Realist Collaborative Evaluation of a Work Disability Prevention Program for Breast Cancer Survivors: Protocol for a RECOVA-FASTRACS Realist Evaluation.JMIR research protocols · 2026Article
- Developing community-based programme theories to address unmet needs of people experiencing homelessness and severe mental illness: protocol for a realist review.NIHR open research · 2026Article
- Evaluation of differentiated service delivery models on HIV treatment retention among key populations in Nigeria: a prospective cohort analysis.BMC public health · 2025Article
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- Initial programme theory for community-based ART delivery for key populations in Benue State, Nigeria: a realist evaluation study.BMC public health · 2023Review
- Understanding the impact of a residential housing programme for people living with HIV/AIDS: a realist evaluation protocol.BMJ open · 2021Article
- Explaining the impact of mHealth on maternal and child health care in low- and middle-income countries: a realist synthesis.BMC pregnancy and childbirth · 2021Article
- "Dispense antiretrovirals daily!" restructuring the delivery of HIV services to optimize antiretroviral initiation among men in Malawi.PloS one · 2021Article
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- Incidence of cardiometabolic diseases in a Lesotho HIV cohort: Evidence for policy decision-making.Southern African journal of HIV medicine · 2021Article
- Household-focused interventions to enhance the treatment and management of HIV in low- and middle-income countries: a scoping review.BMC public health · 2019Article
- Differentiated models of service delivery for antiretroviral treatment of HIV in sub-Saharan Africa: a rapid review protocol.Systematic reviews · 2019Article
- A Review of Differentiated Service Delivery for HIV Treatment: Effectiveness, Mechanisms, Targeting, and Scale.Current HIV/AIDS reports · 2019Review
- Differentiated service delivery: a qualitative study of people living with HIV and accessing care in a tertiary facility in Ghana.BMC health services research · 2019Article
- 'At this [Southern African journal of HIV medicine · 2019Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionIt is increasingly acknowledged that differentiated care models hold potential to manage large volumes of patients on antiretroviral therapy (ART). Various group-based models of ART service delivery aimed at decongesting local health facilities, encouraging patient retention in care, and enhancing adherence to medication have been implemented across sub-Saharan Africa. Evidence from the literature suggests that these models of ART service delivery are more effective than corresponding facility-based care and superior to individual-based models. Nevertheless, there is little understanding of how these care models work to achieve their intended outcomes. The aim of this study was to review the theories explicating how and why group-based ART models work using a realist evaluation framework.
methodsA systematic review of the literature on group-based ART support models in sub-Saharan Africa was conducted. We searched the Google Scholar and PubMed databases and supplemented these with a reference chase of the identified articles. We applied a theory-driven approach-narrative synthesis-to synthesise the data. Data were analysed using the thematic content analysis method and synthesised according to aspects of the Intervention-Context-Actor-Mechanism-Outcome heuristic-analytic tool-a realist evaluation theory building tool.
resultsTwelve articles reporting primary studies on group-based models of ART service delivery were included in the review. The six studies that employed a quantitative study design failed to identify aspects of the context and mechanisms that work to trigger the outcomes of group-based models. While the other four studies that applied a qualitative and the two using a mixed methods design identified some of the aspects of the context and mechanisms that could trigger the outcomes of group-based ART models, these studies did not explain the relationship(s) between the theory elements and how they interact to produce the outcome(s).
conclusionAlthough we could distill various components of the Intervention-Context-Actor-Mechanism-Outcome analytic tool from different studies exploring group-based programmes, we could not, however, identify a salient programme theory based on the Intervention-Context-Actor-Mechanism-Outcome heuristic analysis. The scientific community, policy makers and programme implementers would benefit more if explanatory findings of how, why, for whom and in what circumstances programmes work are presented rather than just reporting on the outcomes of the interventions.
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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.