ArticleBMC health services research2022
Similar costs and outcomes for differentiated service delivery models for HIV treatment in Uganda.
Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 22 citations in OpenAlex.
- Cost-effectiveness analysis of a community-based model for delivery of antiretroviral therapy to people with clinically stable HIV in Cambodia.Journal of the International AIDS Society · 2025Trial
- Early findings from the integration of hypertension care into differentiated service delivery models for HIV in Uganda: a mixed-method study.Journal of the International AIDS Society · 2025Trial
- Data-informed Stepped Care (DiSC) to improve adolescent and young adult HIV care outcomes in Kenya: a cluster randomized trial.Journal of the International AIDS Society · 2025Trial
- An Enhanced Retention Strategy to Prevent the Vertical Transmission of HIV in Uganda: A Budget Impact Analysis.PharmacoEconomics - open · 2025Article
- Acceptability and Feasibility of Remote PrEP Visits for Adolescent Girls and Young Women in South Africa.AIDS and behavior · 2025Article
- Introducing differentiated service delivery models for tuberculosis treatment: a pilot project to inform national policy in Uganda.Journal of the International AIDS Society · 2025Article
- Cost and effectiveness of differentiated ART service delivery strategies in Zambia: a modelling analysis using routine data.Journal of the International AIDS Society · 2025Article
- Impact of differentiated service delivery models on quality of life among people living with HIV in Uganda- a quasi-experimental study.AIDS research and therapy · 2025Article
- Trends and factors associated with retention in HIV care among men living with HIV in a peri-urban primary care facility in central Uganda: a retrospective cohort study.BMC public health · 2025Article
- Article
- Long-term retention and positive deviant practices in Uganda's community client-led antiretroviral distribution groups (CCLADs): a mixed-methods study.BMJ global health · 2024Article
- Cost-Effectiveness and Budget Impact Analysis of the Implementation of Differentiated Service Delivery Models for HIV Treatment in Mozambique: a Modelling Study.Journal of the International AIDS Society · 2024Article
- Evaluating Antiretroviral Therapy Service Delivery Models Through Lot Quality Assurance Sampling in Central Uganda.HIV/AIDS (Auckland, N.Z.) · 2024Article
- The SENTINEL study of differentiated service delivery models for HIV treatment in Malawi, South Africa, and Zambia: research protocol for a prospective cohort study.BMC health services research · 2023Article
- Do differentiated service delivery models for HIV treatment in sub-Saharan Africa save money? Synthesis of evidence from field studies conducted in sub-Saharan Africa in 2017-2019.Gates open research · 2021Article
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Authors and funding
14 authors at 5 institutions in 3 countries.
Funding
Abstract
This cost-outcome study estimated, from the perspective of the service provider, the total annual cost per client on antiretroviral therapy (ART) and total annual cost per client virally suppressed (defined as < 1000 copies/ml at the time of the study) in Uganda in five ART differentiated service delivery models (DSDMs). These included both facility- and community-based models and the standard of care (SOC), known as the facility-based individual management (FBIM) model. The Ministry of Health (MOH) adopted guidelines for DSDMs in 2017 and sought to measure their costs and outcomes, in order to effectively plan for their resourcing, implementation, and scale-up. In Uganda, the standard of care (FBIM) is considered as a DSDM option for clients requiring specialized treatment and support, or for those who select not to join an alternative DSDM. Note that clients on second-line regimes and considered as "established on treatment" can join a suitable DSDM.Using retrospective client record review of a cohort of clients over a two-year period, with bottom-up collection of clients' resource utilization data, top-down collection of above-delivery level and delivery-level providers' fixed operational costs, and local unit costs. Forty-seven DSDMs located at facilities or community-based points in the four regions of Uganda were included in the study, with 653 adults on ART (> 18 years old) enrolled in a DSDM. The study found that retention in care was 98% for the sample as a whole [96-100%], and viral suppression, 91% [86-93%]. The mean cost to the provider (MOH or NGO implementers) was $152 per annum per client treated, ranging from $141 to $166. Differences among the models' costs were largely due to clients' ARV regimens and the proportions of clients on second line regimens. Service delivery costs, excluding ARVs, other medicines and laboratory tests, were modest, ranging from $9.66-16.43 per client per year. We conclude that differentiated ART service delivery in Uganda achieved excellent treatment outcomes at a cost similar to the standard of care. While large budgetary savings might not be immediately realized, the reallocation of "saved" staff time could improve health system efficiency and with their equivalent or better outcomes and large benefits to clients, client-centred differentiated models would nevertheless add great societal value.
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