Evidence map›Paper›PMID 31764272›Full record

SynthesisJournal of acquired immune deficiency syndromes (1999)2019

Cost of Differentiated HIV Antiretroviral Therapy Delivery Strategies in Sub-Saharan Africa: A Systematic Review.

D Allen Roberts, Nicholas Tan, Nishaant Limaye, Elizabeth Irungu, Ruanne V Barnabas

Abstract readSystematic Review
In one paragraph

Synthesis in Journal of acquired immune deficiency syndromes (1999), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Guideline
  3. Trial
  4. Trial
  5. Article
  6. Article
  7. Article
  8. Article
  9. International journal of MCH and AIDS · 2025
    Article
  10. Observational
  11. Glutathione in HIV-Associated Neurocognitive Disorders.Current issues in molecular biology · 2024
    Review
  12. Article
  13. Implementation of Low-Barrier Human Immunodeficiency Virus Care: Lessons Learned From the Max Clinic in Seattle.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2023
    Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

D Allen RobertsDepartments of Epidemiology.
Nicholas TanGlobal Health.
Nishaant LimayeGlobal Health.
Elizabeth IrunguGlobal Health.
Ruanne V BarnabasDepartments of Epidemiology.

Funding

University of Washington Medical Scientist Training Program: MD/PhDT32GM007266 · NIGMS · UNIVERSITY OF WASHINGTON · PI HORWITZ, MARSHALL S. · 1985 to 2023
$30.4M
NIGMS NIH HHS T32 GM007266
6 · The paper itself

Abstract

backgroundEfficient and scalable models for HIV treatment are needed to maximize health outcomes with available resources. By adapting services to client needs, differentiated antiretroviral therapy (DART) has the potential to use resources more efficiently. We conducted a systematic review assessing the cost of DART in sub-Saharan Africa compared with the standard of care.

methodsWe searched PubMed, Embase, Global Health, EconLit, and the grey literature for studies published between 2005 and 2019 that assessed the cost of DART. Models were classified as facility-vs. community-based and individual- vs group-based. We extracted the annual per-patient service delivery cost and incremental cost of DART compared with standard of care in 2018 USD.

resultsWe identified 12 articles that reported costs for 16 DART models in 7 countries. The majority of models were facility-based (n = 12) and located in Uganda (n = 7). The annual cost per patient within DART models (excluding drugs) ranged from $27 to $889 (2018 USD). Of the 11 models reporting incremental costs, 7 found DART to be cost saving. The median incremental saving per patient per year among cost-saving models was $67. Personnel was the most common driver of reduced costs, but savings were sometimes offset by higher overheads or utilization.

conclusionsDART models can save personnel costs by task shifting and reducing visit frequency. Additional economic evidence from community-based and group models is needed to better understand the scalability of DART. To decrease costs, programs will need to match DART models to client needs without incurring substantial overheads.

Indexed as

Anti-Retroviral AgentsHealth Care CostsHIV InfectionsAfrica South of the SaharaCost of IllnessDelivery of Health CareHumansModels, EconomicAnti-Retroviral Agents

Identifiers

PMID31764272
PMCPMC6884078

What OpenQuestion holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

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.