ArticleThe Lancet. Global health2022
Transmission reduction, health benefits, and upper-bound costs of interventions to improve retention on antiretroviral therapy: a combined analysis of three mathematical models.
Article in The Lancet. Global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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18 citing papers in PubMed.
- Economic costs and cost-effectiveness of conditional cash transfers for the uptake of services for the prevention of vertical HIV transmissions in a resource-limited setting.Social science & medicine (1982) · 2023Trial
- Cost-effectiveness of differentiated HIV service delivery in North Wollo, Ethiopia: a retrospective study.BMJ open · 2026Article
- Cost-Effectiveness of Differentiated Service Delivery for HIV Treatment: A Combined Mathematical Modeling Study of Four African Settings.Open forum infectious diseases · 2026Article
- Modeling the Public Health Impact of Improved Antiretroviral Therapy Restart Patterns Among People with HIV Who Have Discontinued Treatment.Journal of health economics and outcomes research · 2026Article
- Characteristics of Individuals With Advanced HIV Disease and Risk Factors for Mortality in a Contemporary Cohort in South Africa.Journal of acquired immune deficiency syndromes (1999) · 2026Article
- Impacts of US Bilateral Aid Disruptions on HIV Resurgence in Zambia: A Mathematical Modeling Study.Open forum infectious diseases · 2025Article
- Uncovering the impact of randomness in HIV hotspot formation: A mathematical modeling study.PLoS computational biology · 2025Article
- How much does it cost to retain clients on antiretroviral treatment for one year in a large, public clinic? Routine financial costs of retention interventions at Lighthouse Trust in Lilongwe, Malawi.BMC research notes · 2025Article
- Rapid development of an online tracker to communicate the human impact of abruptly halting PEPFAR support.Journal of the International AIDS Society · 2025Article
- Drug resistance mutations to integrase inhibitors, proteinase, and reverse transcriptase inhibitors in newly diagnosed HIV-1 infections in Hebei province, China, 2018-2022.Frontiers in cellular and infection microbiology · 2025Article
- Article
- Assessing Retention in Care and Factors Associated With Antiretroviral Therapy Among People Living With HIV in the Upper West Region of Ghana: A Retrospective Cohort Study.AIDS research and treatment · 2025Article
- Analysis of PLWH switching to medical insurance ART: a cross-sectional study in six Chinese provinces.BMC public health · 2024Article
- How much does it cost to retain antiretroviral therapy (ART) clients in care? Routine financial costs of retention interventions at Lighthouse Trust's Martin Preuss Centre (MPC) in Lilongwe, Malawi.Research square · 2023Article
- A quantitative assessment of the consistency of projections from five mathematical models of the HIV epidemic in South Africa: a model comparison study.BMC public health · 2023Article
- Preventing tuberculosis with community-based care in an HIV-endemic setting: a modeling analysis.medRxiv : the preprint server for health sciences · 2023Article
- Cost-effectiveness of the dual prevention pill for contraception and HIV pre-exposure prophylaxis.Frontiers in reproductive health · 2023Article
- Highlighting the need for investment and innovation in ART retention interventions.The Lancet. Global health · 2022Article
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Abstract
backgroundIn this so-called treat-all era, antiretroviral therapy (ART) interruptions contribute to an increasing proportion of HIV infections and deaths. Many strategies to improve retention on ART cost more than standard of care. In this study, we aimed to estimate the upper-bound costs at which such interventions should be adopted.
methodsIn this combined analysis, we compared the infections averted, disability-adjusted life-years (DALYs) averted, and upper-bound costs of interventions that improve ART retention in three HIV models with diverse structures, assumptions, and baseline settings: EMOD in South Africa, Optima in Malawi, and Synthesis in sub-Saharan African low-income and middle-income countries (LMICs). We modelled estimates over a 40-year time horizon, from a baseline of Jan 1, 2022, when interventions would be implemented, to Jan 1, 2062. We varied increment of ART retention (25%, 50%, 75%, and 100% retention), the extent to which interventions could be targeted towards individuals at risk of interrupting ART, and cost-effectiveness thresholds in each setting.
findingsDespite simulating different settings and epidemic trends, all three models produced consistent estimates of health benefit (ie, DALYs averted) and transmission reduction per increment in retention. The range of estimates was 1·35-3·55 DALYs and 0·12-0·20 infections averted over the 40-year time horizon per additional person-year retained on ART. Upper-bound costs varied by setting and intervention effectiveness. Improving retention by 25% among all people receiving ART, regardless of risk of ART interruption, gave an upper-bound cost per person-year of US$2-6 in Optima (Malawi), $43-68 in Synthesis (LMICs in sub-Saharan Africa), and $28-180 in EMOD (South Africa). A maximally targeted and effective retention intervention had an upper-bound cost per person-year of US$93-223 in Optima (Malawi), $871-1389 in Synthesis (LMICs in sub-Saharan Africa), and $1013-6518 in EMOD (South Africa).
interpretationUpper-bound costs that could improve ART retention vary across sub-Saharan African settings and are likely to be similar to or higher than was estimated before the start of the treat-all era. Upper-bound costs could be increased by targeting interventions to those most at risk of interrupting ART.
fundingBill & Melinda Gates Foundation.
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