ArticleArchives of internal medicine2008
Cost-effectiveness of HIV monitoring strategies in resource-limited settings: a southern African analysis.
Article in Archives of internal medicine, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
58 citing papers in PubMed, 2 syntheses or guidelines pooled it, 88 citations in OpenAlex.
- Simulation modeling for the design and evaluation of HIV drug resistance interventions: a systematic review of literature.BMC public health · 2026Pooled 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
- The Impact of Different CD4 Cell-Count Monitoring and Switching Strategies on Mortality in HIV-Infected African Adults on Antiretroviral Therapy: An Application of Dynamic Marginal Structural Models.American journal of epidemiology · 2015Trial
- Cost-Effectiveness of Initiating Antiretroviral Therapy at Different Points in TB Treatment in HIV-TB Coinfected Ambulatory Patients in South Africa.Journal of acquired immune deficiency syndromes (1999) · 2015Trial
- Cost effectiveness analysis of clinically driven versus routine laboratory monitoring of antiretroviral therapy in Uganda and Zimbabwe.PloS one · 2012Trial
- Estimating HIV incidence in Türkiye: results from two mathematical models.BMC infectious diseases · 2025Article
- A decision-analytic method to evaluate the cost-effectiveness of remote monitoring technology for chronic depression.International journal of technology assessment in health care · 2025Article
- HIV-1/HBV Coinfection Accurate Multitarget Prediction Using a Graph Neural Network-Based Ensemble Predicting Model.International journal of molecular sciences · 2023Article
- HIV Infection Predisposes to Increased Chances of HBV Infection: Current Understanding of the Mechanisms Favoring HBV Infection at Each Clinical Stage of HIV Infection.Frontiers in immunology · 2022Review
- Article
- Health outcomes and cost-effectiveness of treating depression in people with HIV in Sub-Saharan Africa: a model-based analysis.AIDS care · 2021Article
- Health outcomes and cost-effectiveness of diversion programs for low-level drug offenders: A model-based analysis.PLoS medicine · 2020Article
- Point-of-Care HIV Viral Load Testing: an Essential Tool for a Sustainable Global HIV/AIDS Response.Clinical microbiology reviews · 2019Review
- HIV Testing After a First Positive Rapid Diagnostic Test: A Role for Nucleic Acid Testing?Open forum infectious diseases · 2018Article
- Structural Sensitivity in HIV Modeling: A Case Study of Vaccination.Infectious Disease Modelling · 2017Article
- Differentiated Human Immunodeficiency Virus RNA Monitoring in Resource-Limited Settings: An Economic Analysis.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2017Article
- Mortality along the continuum of HIV care in Rwanda: a model-based analysis.BMC infectious diseases · 2016Article
- Performance evaluation of the touchscreen-based Muse™ Auto CD4/CD4% single-platform system for CD4 T cell numeration in absolute number and in percentage using blood samples from children and adult patients living in the Central African Republic.Journal of translational medicine · 2016Article
- Factors associated with late Human Immunodeficiency Virus (HIV) diagnosis among peoples living with it, Northwest Ethiopia: hospital based unmatched case-control study.BMC public health · 2016Article
- Long-term effectiveness of initiating non-nucleoside reverse transcriptase inhibitor- versus ritonavir-boosted protease inhibitor-based antiretroviral therapy: implications for first-line therapy choice in resource-limited settings.Journal of the International AIDS Society · 2016Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
backgroundAlthough the number of infected persons receiving highly active antiretroviral therapy (HAART) in low- and middle-income countries has increased dramatically, optimal disease management is not well defined.
methodsWe developed a model to compare the costs and benefits of 3 types of human immunodeficiency virus monitoring strategies: symptom-based strategies, CD4-based strategies, and CD4 counts plus viral load strategies for starting, switching, and stopping HAART. We used clinical and cost data from southern Africa and performed a cost-effectiveness analysis. All assumptions were tested in sensitivity analyses.
resultsCompared with the symptom-based approaches, monitoring CD4 counts every 6 months and starting treatment at a threshold of 200/muL was associated with a gain in life expectancy of 6.5 months (61.9 months vs 68.4 months) and a discounted lifetime cost savings of US $464 per person (US $4069 vs US $3605, discounted 2007 dollars). The CD4-based strategies in which treatment was started at the higher threshold of 350/microL provided an additional gain in life expectancy of 5.3 months at a cost-effectiveness of US $107 per life-year gained compared with a threshold of 200/microL. Monitoring viral load with CD4 was more expensive than monitoring CD4 counts alone, added 2.0 months of life, and had an incremental cost-effectiveness ratio of US $5414 per life-year gained relative to monitoring of CD4 counts. In sensitivity analyses, the cost savings from CD4 count monitoring compared with the symptom-based approaches was sensitive to cost of inpatient care, and the cost-effectiveness of viral load monitoring was influenced by the per test costs and rates of virologic failure.
conclusionsUse of CD4 monitoring and early initiation of HAART in southern Africa provides large health benefits relative to symptom-based approaches for HAART management. In southern African countries with relatively high costs of hospitalization, CD4 monitoring would likely reduce total health care expenditures. The cost-effectiveness of viral load monitoring depends on test prices and rates of virologic failure.
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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.