ArticleJournal of the International AIDS Society2019
Monitoring viral load for the last mile: what will it cost?
Article in Journal of the International AIDS Society, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- Enhancing therapy monitoring and effectiveness for HIV patients in China's border regions through a healthcare consortium: an interrupted time series analysis.BMC infectious diseases · 2026Article
- Engaging Mentor Mothers in Rapid Return of Viral Load Results to Pregnant and Postpartum Women Living with HIV: An Implementation Pilot Study.AIDS and behavior · 2026Article
- Cost and impact of decentralized tuberculosis testing: a modeling analysis of price thresholds for molecular instruments in high-burden settings.EClinicalMedicine · 2026Article
- Mortality and immunological indicators of men who have sex with men living with HIV on antiretroviral therapy: a 10-year retrospective cohort study in Southern China.BMC infectious diseases · 2025Article
- Using queueing models as a decision support tool in allocating point-of-care HIV viral load testing machines in Kisumu County, Kenya.Health policy and planning · 2024Article
- Low Hepatitis C Virus Prevalence among Men Who Have Sex with Men Attending Public Health Services in The Netherlands.Viruses · 2023Article
- Verification of dried blood spot as a sample type for HIV viral load and early infant diagnosis on Hologic Panther in Zambia.BMC research notes · 2023Article
- SARS-CoV-2 diagnostic testing rates determine the sensitivity of genomic surveillance programs.Nature genetics · 2023Article
- Facility-based HIV self-testing strategies may substantially and cost-effectively increase the number of men and youth tested for HIV in Malawi: results from an individual-based mathematical model.Journal of the International AIDS Society · 2022Article
- SARS-CoV-2 diagnostic testing rates determine the sensitivity of genomic surveillance programs.medRxiv : the preprint server for health sciences · 2022Article
- Use of Physical Accessibility Modelling in Diagnostic Network Optimization: A Review.Diagnostics (Basel, Switzerland) · 2022Review
- The early-stage comprehensive costs of routine PrEP implementation and scale-up in Zambia.PLOS global public health · 2022Article
- Evaluating Point-of-Care Nucleic Acid Tests in Adult Human Immunodeficiency Virus Diagnostic Strategies: A Côte d'Ivoire Modeling Analysis.Open forum infectious diseases · 2021Article
- Cost-effectiveness of point-of-care testing with task-shifting for HIV care in South Africa: a modelling study.The lancet. HIV · 2021Article
- The Development of a Standardized Quality Assessment Material to Support XpertDiagnostics (Basel, Switzerland) · 2021Article
- Costs of Point-of-Care Viral Load Testing for Adults and Children Living with HIV in Kenya.Diagnostics (Basel, Switzerland) · 2021Article
- Bringing Data Analytics to the Design of Optimized Diagnostic Networks in Low- and Middle-Income Countries: Process, Terms and Definitions.Diagnostics (Basel, Switzerland) · 2020Review
- Point of Care Diagnostics in Resource-Limited Settings: A Review of the Present and Future of PoC in Its Most Needed Environment.Biosensors · 2020Review
- Accelerating progress towards the elimination of mother-to-child transmission of HIV: a narrative review.Journal of the International AIDS Society · 2020Review
- Strengthening Existing Laboratory-Based Systems vs. Investing in Point-of-Care Assays for Early Infant Diagnosis of HIV: A Model-Based Cost-Effectiveness Analysis.Journal of acquired immune deficiency syndromes (1999) · 2020Article
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
introductionRoutine viral load testing is the WHO-recommended method for monitoring HIV-infected patients on ART, and many countries are rapidly scaling up testing capacity at centralized laboratories. Providing testing access to the most remote populations and facilities (the "last mile") is especially challenging. Using a geospatial optimization model, we estimated the incremental costs of accessing the most remote 20% of patients in Zambia by expanding the transportation network required to bring blood samples from ART clinics to centralized laboratories and return results to clinics.
methodsThe model first optimized a sample transportation network (STN) that can transport 80% of anticipated sample volumes to centralized viral load testing laboratories on a daily or weekly basis, in line with Zambia's 2020 targets. Data incorporated into the model included the location and infrastructure of all health facilities providing ART, location of laboratories, measured distances and drive times between the two, expected future viral load demand by health facility, and local cost estimates. We then continued to expand the modelled STN in 5% increments until 100% of all samples could be collected. RESULTS AND DISCUSSION: The cost per viral load test when reaching 80% patient volumes using centralized viral load testing was a median of $18.99. With an expanded STN, the incremental cost per test rose to $20.29 for 80% to 85% and $20.52 for 85% to 90%. Above 90% coverage, the incremental cost per test increased substantially to $31.57 for 90% to 95% and $51.95 for 95% to 100%. The high numbers of kilometres driven per sample transported and large number of vehicles needed increase costs dramatically for reaching the clinics that serve the last 5% of patients.
conclusionsProviding sample transport services to the most remote clinics in low- and middle-income countries is likely to be cost-prohibitive. Other strategies are needed to reduce the cost and increase the feasibility of making viral load monitoring available to the last 10% of patients. The cost of alternative methods, such as optimal point-of-care viral load equipment placement and usage, dried blood/plasma spot specimen utilization, or use of drones in geographically remote facilities, should be evaluated.
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