ArticlePloS one2016
Cost Effectiveness of Potential ART Adherence Monitoring Interventions in Sub-Saharan Africa.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses 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.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 23 citations in OpenAlex.
- Cost-Effectiveness of Anti-retroviral Adherence Interventions for People Living with HIV: A Systematic Review of Decision Analytical Models.Applied health economics and health policy · 2023Pooled it
- Cost-effectiveness of routine viral load monitoring in low- and middle-income countries: a systematic review.Journal of the International AIDS Society · 2017Pooled it
- Predicting viral load suppression by self-reported adherence, pharmacy refill counts and real time medication monitoring among people living with HIV in Tanzania.AIDS research and therapy · 2022Trial
- Comparison of six methods to estimate adherence in an ART-naïve cohort in a resource-poor setting: which best predicts virological and resistance outcomes?AIDS research and therapy · 2017Trial
- Agent based modelling of blood borne viruses: a scoping review.BMC infectious diseases · 2024Article
- Influence of HIV infection on cognition and overall intelligence in HIV-infected individuals: advances and perspectives.Frontiers in behavioral neuroscience · 2023Review
- Measuring patient engagement with HIV care in sub-Saharan Africa: a scoping study.Journal of the International AIDS Society · 2022Review
- Patients' and Providers' Views on Optimal Evidence-Based and Scalable Interventions for Individuals at High Risk of HIV Treatment Failure: Sequential Explorations Among Key Stakeholders in Cape Town, South Africa.AIDS and behavior · 2022Article
- Implementation of Electronic Adherence Monitors and Associated Interventions for Routine HIV Antiretroviral Therapy in Uganda: Promising Findings.Frontiers in digital health · 2022Article
- Selective elimination of host cells harboring replication-competent human immunodeficiency virus reservoirs: a promising therapeutic strategy for HIV cure.Chinese medical journal · 2021Article
- Modeling Adherence Interventions Among Youth with HIV in the United States: Clinical and Economic Projections.AIDS and behavior · 2021Article
- Cost-Effectiveness Analysis Combining Medical and Mental Health Services for Older Adults with HIV in New York City.Atlantic economic journal : AEJ · 2021Article
- Factors Affecting the Implementation of Electronic Antiretroviral Therapy Adherence Monitoring and Associated Interventions for Routine HIV Care in Uganda: Qualitative Study.Journal of medical Internet research · 2020Article
- Super learner analysis of real-time electronically monitored adherence to antiretroviral therapy under constrained optimization and comparison to non-differentiated care approaches for persons living with HIV in rural Uganda.Journal of the International AIDS Society · 2020Observational
- Impact of a borderless sample transport network for scaling up viral load monitoring: results of a geospatial optimization model for Zambia.Journal of the International AIDS Society · 2018Article
- Acceptability and Feasibility of Real-Time Antiretroviral Therapy Adherence Interventions in Rural Uganda: Mixed-Method Pilot Randomized Controlled Trial.JMIR mHealth and uHealth · 2018Article
- Digital adherence technologies for the management of tuberculosis therapy: mapping the landscape and research priorities.BMJ global health · 2018Article
- Improving antiretroviral therapy adherence in resource-limited settings at scale: a discussion of interventions and recommendations.Journal of the International AIDS Society · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 6 institutions in 3 countries.
Funding
Abstract
backgroundInterventions based around objective measurement of adherence to antiretroviral drugs for HIV have potential to improve adherence and to enable differentiation of care such that clinical visits are reduced in those with high adherence. It would be useful to understand the approximate upper limit of cost that could be considered for such interventions of a given effectiveness in order to be cost effective. Such information can guide whether to implement an intervention in the light of a trial showing a certain effectiveness and cost.
methodsAn individual-based model, calibrated to Zimbabwe, which incorporates effects of adherence and resistance to antiretroviral therapy, was used to model the potential impact of adherence monitoring-based interventions on viral suppression, death rates, disability adjusted life years and costs. Potential component effects of the intervention were: enhanced average adherence when on ART, reduced risk of ART discontinuation, and reduced risk of resistance acquisition. We considered a situation in which viral load monitoring is not available and one in which it is. In the former case, it was assumed that care would be differentiated based on the adherence level, with fewer clinic visits in those demonstrated to have high adherence. In the latter case, care was assumed to be primarily differentiated according to viral load level. The maximum intervention cost required to be cost effective was calculated based on a cost effectiveness threshold of $500 per DALY averted.
findingsIn the absence of viral load monitoring, an adherence monitoring-based intervention which results in a durable 6% increase in the proportion of ART experienced people with viral load < 1000 cps/mL was cost effective if it cost up to $50 per person-year on ART, mainly driven by the cost savings of differentiation of care. In the presence of viral load monitoring availability, an intervention with a similar effect on viral load suppression was cost-effective when costing $23-$32 per year, depending on whether the adherence intervention is used to reduce the level of need for viral load measurement.
conclusionThe cost thresholds identified suggest that there is clear scope for adherence monitoring-based interventions to provide net population health gain, with potential cost-effective use in situations where viral load monitoring is or is not available. Our results guide the implementation of future adherence monitoring interventions found in randomized trials to have health benefit.
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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.