ArticlePloS one2014
An integrated tiered service delivery model (ITSDM) based on local CD4 testing demands can improve turn-around times and save costs whilst ensuring accessible and scalable CD4 services across a national programme.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Impact and Cost-Effectiveness of Point-Of-Care CD4 Testing on the HIV Epidemic in South Africa.PloS one · 2016Pooled it
- The future of diagnostics in Africa.Nature medicine · 2026Review
- Retrospective analysis of CD4 trends at district levels in South Africa between 2013 and 2023.Southern African journal of HIV medicine · 2026Article
- The impact of a CD4 tiered service model on interlaboratory referral distances in South Africa.Journal of public health in Africa · 2025Article
- Retrospective analysis of CD4 count trends in South Africa.Southern African journal of HIV medicine · 2024Article
- Modelling CD4 reagent usage across a national hierarchal network of laboratories in South Africa.African journal of laboratory medicine · 2023Article
- Assessing very advanced HIV disease in adolescent girls and young women.Southern African journal of HIV medicine · 2023Article
- Article
- Use of Physical Accessibility Modelling in Diagnostic Network Optimization: A Review.Diagnostics (Basel, Switzerland) · 2022Review
- Commercial DURAClone panels for extending the repertoire of multicolour immunophenotypic panels in an academic flow cytometry laboratory in South Africa.African journal of laboratory medicine · 2022Article
- Optimising courier specimen collection time improves patient access to HIV viral load testing in South Africa.African journal of laboratory medicine · 2022Article
- Evaluation of fixed-panel, multicolour ClearLLab 10C at an academic flow cytometry laboratory in Johannesburg, South Africa.African journal of laboratory medicine · 2022Article
- Newly implemented community CD4 service in Tshwaragano, Northern Cape province, South Africa, positively impacts result turn-around time.African journal of laboratory medicine · 2022Article
- Implementing 'universal' access to antiretroviral treatment in South Africa: a scoping review on research priorities.Health policy and planning · 2021Article
- The Development of a Standardized Quality Assessment Material to Support XpertDiagnostics (Basel, Switzerland) · 2021Article
- Establishing the cost of Xpert MTB/RIF mobile testing in high-burden peri-mining communities in South Africa.African journal of laboratory medicine · 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
- Assessment of two POC technologies for CD4 count in Morocco.AIDS research and therapy · 2020Article
- Designing an optimized diagnostic network to improve access to TB diagnosis and treatment in Lesotho.PloS one · 2020Article
- Weekly laboratory turn-around time identifies poor performance masked by aggregated reporting.African journal of laboratory medicine · 2020Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe South African National Health Laboratory Service (NHLS) responded to HIV treatment initiatives with two-tiered CD4 laboratory services in 2004. Increasing programmatic burden, as more patients access anti-retroviral therapy (ART), has demanded extending CD4 services to meet increasing clinical needs. The aim of this study was to review existing services and develop a service-model that integrated laboratory-based and point-of-care testing (POCT), to extend national coverage, improve local turn-around/(TAT) and contain programmatic costs.
methodsNHLS Corporate Data Warehouse CD4 data, from 60-70 laboratories and 4756 referring health facilities was reviewed for referral laboratory workload, respective referring facility volumes and related TAT, from 2009-2012.
resultsAn integrated tiered service delivery model (ITSDM) is proposed. Tier-1/POCT delivers CD4 testing at single health-clinics providing ART in hard-to-reach areas (<5 samples/day). Laboratory-based testing is extended with Tier-2/POC-Hubs (processing ≤ 30-40 CD4 samples/day), consolidating POCT across 8-10 health-clinics with other HIV-related testing and Tier-3/'community' laboratories, serving ≤ 40 health-clinics, processing ≤ 150 samples/day. Existing Tier-4/'regional' laboratories serve ≤ 100 facilities and process <350 samples/day; Tier-5 are high-volume 'metro'/centralized laboratories (>350-1500 tests/day, serving ≥ 200 health-clinics). Tier-6 provides national support for standardisation, harmonization and quality across the organization.
conclusionThe ITSDM offers improved local TAT by extending CD4 services into rural/remote areas with new Tier-3 or Tier-2/POC-Hub services installed in existing community laboratories, most with developed infrastructure. The advantage of lower laboratory CD4 costs and use of existing infrastructure enables subsidization of delivery of more expensive POC services, into hard-to-reach districts without reasonable access to a local CD4 laboratory. Full ITSDM implementation across 5 service tiers (as opposed to widespread implementation of POC testing to extend service) can facilitate sustainable 'full service coverage' across South Africa, and save>than R125 million in HIV/AIDS programmatic costs. ITSDM hierarchical parental-support also assures laboratory/POC management, equipment maintenance, quality control and on-going training between tiers.
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Registered trials
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