ArticlePloS one2012
The determinants of HIV treatment costs in resource limited settings.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 35 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
35 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Is there scope for cost savings and efficiency gains in HIV services? A systematic review of the evidence from low- and middle-income countries.Bulletin of the World Health Organization · 2014Pooled it
- Trial
- Renal and metabolic toxicities following initiation of HIV-1 treatment regimen in a diverse, multinational setting: a focused safety analysis of ACTG PEARLS (A5175).HIV clinical trialsTrial
- Estimated HIV cases and costs in South Africa due to global warming from 2000 to 2050: a modeling study.Scientific reports · 2026Article
- Assessing the cost implications of integrating and scaling up HIV services for key populations in Kenya and Malawi.Health policy and planning · 2026Article
- Potential Advantages of a Well-balanced Nutrition Regimen for People Living with Human Immunodeficiency Virus Type -1.Journal of AIDS and HIV treatment · 2024Article
- Estimating the cost of HIV services for key populations provided by the LINKAGES program in Kenya and Malawi.BMC health services research · 2023Article
- Modelling costs of community-based HIV self-testing programmes in Southern Africa at scale: an econometric cost function analysis across five countries.BMJ global health · 2021Article
- Article
- The life expectancy-economic growth nexus in Nigeria: the role of poverty reduction.SN business & economics · 2021Article
- Redefining and revisiting cost estimates of routine ART care in Zambia: an analysis of ten clinics.Journal of the International AIDS Society · 2020Article
- Empowering parents for human immunodeficiency virus prevention: Health and sex education at home.Southern African journal of HIV medicine · 2020Article
- When Global ART Budgets Cannot Cover All Patients, Who Should Be Eligible?Journal of acquired immune deficiency syndromes (1999) · 2019Review
- Observational
- Influence of supply-side factors on voluntary medical male circumcision costs in Kenya, Rwanda, South Africa, and Zambia.PloS one · 2018Article
- Article
- HIV prevention costs and their predictors: evidence from the ORPHEA Project in Kenya.Health policy and planning · 2017Article
- Changing HIV treatment eligibility under health system constraints in sub-Saharan Africa: investment needs, population health gains, and cost-effectiveness.AIDS (London, England) · 2016Article
- Article
- Using Top-down and Bottom-up Costing Approaches in LMICs: The Case for Using Both to Assess the Incremental Costs of New Technologies at Scale.Health economics · 2016Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
Abstract
backgroundGovernments and international donors have partnered to provide free HIV treatment to over 6 million individuals in low and middle-income countries. Understanding the determinants of HIV treatment costs will help improve efficiency and provide greater certainty about future resource needs. METHODS AND
findingsWe collected data on HIV treatment costs from 54 clinical sites in Botswana, Ethiopia, Mozambique, Nigeria, Uganda, and Vietnam. Sites provided free HIV treatment funded by the U.S. President's Emergency Plan for AIDS Relief (PEPFAR), national governments, and other partners. Service delivery costs were categorized into successive six-month periods from the date when each site began HIV treatment scale-up. A generalized linear mixed model was used to investigate relationships between site characteristics and per-patient costs, excluding ARV expenses. With predictors at their mean values, average annual per-patient costs were $177 (95% CI: 127-235) for pre-ART patients, $353 (255-468) for adult patients in the first 6 months of ART, and $222 (161-296) for adult patients on ART for >6 months (excludes ARV costs). Patient volume (no. patients receiving treatment) and site maturity (months since clinic began providing treatment services) were both strong independent predictors of per-patient costs. Controlling for other factors, costs declined by 43% (18-63) as patient volume increased from 500 to 5,000 patients, and by 28% (6-47) from 5,000 to 10,000 patients. For site maturity, costs dropped 41% (28-52) between months 0-12 and 25% (15-35) between months 12-24. Price levels (proxied by per-capita GDP) were also influential, with costs increasing by 22% (4-41) for each doubling in per-capita GDP. Additionally, the frequency of clinical follow-up, frequency of laboratory monitoring, and clinician-patient ratio were significant independent predictors of per-patient costs.
conclusionsSubstantial reductions in per-patient service delivery costs occur as sites mature and patient cohorts increase in size. Other predictors suggest possible strategies to reduce per-patient costs.
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