Evidence map›Paper›PMID 26632823›Full record

ArticlePloS one2015

Estimated Costs for Delivery of HIV Antiretroviral Therapy to Individuals with CD4+ T-Cell Counts >350 cells/uL in Rural Uganda.

Vivek Jain, Wei Chang, Dathan M Byonanebye, Asiphas Owaraganise, Ellon Twinomuhwezi, Gideon Amanyire, Douglas Black, Elliot Marseille, Moses R Kamya, Diane V Havlir and 1 more

2 registry-linked trialsAbstract read
In one paragraph

Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 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.

NCT01479634 nacompletednot on this map

Early Antiretroviral Therapy in Resource Limited Settings in Patients With High CD4+ Cell Counts (EARLI)

TypeinterventionalSponsorUniversity of California, San FranciscoRan2011 to 2015Enrolled279ConditionsHIVArmsStandard ART, Study-Provided ART
NCT01864603 nacompletednot on this map

Sustainable East Africa Research in Community Health

TypeinterventionalSponsorUniversity of California, San FranciscoRan2013 to 2021Enrolled150,395ConditionsHIV, Tuberculosis, Hypertension, DiabetesArmsUniversal ART in a streamlined care model, Annual Community Health Campaigns, Targeted PrEP and Targeted testing interventions, Baseline community-based HIV and multi-disease testing
3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  7. Variations in Costs of a Collaborative Care Model for Dementia.Journal of the American Geriatrics Society · 2019
    Article
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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

11 authors.

Vivek JainHIV/AIDS Division, San Francisco General Hospital, University of California San Francisco (UCSF), San Francisco, CA, United States of America.
Wei ChangPhilip R. Lee Institute for Health Policy Studies, UCSF, San Francisco, CA, United States of America.
Dathan M ByonanebyeMakerere University-UCSF (MU-UCSF) Research Collaboration, Kampala, Uganda.
Asiphas OwaraganiseMakerere University-UCSF (MU-UCSF) Research Collaboration, Kampala, Uganda.
Ellon TwinomuhweziMakerere University-UCSF (MU-UCSF) Research Collaboration, Kampala, Uganda.
Gideon AmanyireMakerere University Joint AIDS Program (MJAP), Kampala, Uganda.
Douglas BlackHIV/AIDS Division, San Francisco General Hospital, University of California San Francisco (UCSF), San Francisco, CA, United States of America.
Elliot MarseilleHealth Strategies International, Oakland, CA, United States of America.
Moses R KamyaMakerere University-UCSF (MU-UCSF) Research Collaboration, Kampala, Uganda.
Diane V HavlirHIV/AIDS Division, San Francisco General Hospital, University of California San Francisco (UCSF), San Francisco, CA, United States of America.
James G KahnPhilip R. Lee Institute for Health Policy Studies, UCSF, San Francisco, CA, United States of America.

Funding

Virology CoreP30AI027763 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI STEVEN Grant DEEKS · 1988 to 2026
$93.6M
Reducing Failure-to-Initiate ART: Streamlined ART Start Strategy (START)U01AI099959 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HAVLIR, DIANE V · 2012 to 2016
$39.7M
Clinical and Transtional Science InstituteKL2TR000143 · NCATS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GRANDIS, JENNIFER RUBIN · 2012 to 2015
$11.9M
Making Better Decisions: Policy Modeling for AIDS and Drug AbuseR01DA015612 · NIDA · STANFORD UNIVERSITY · PI OWENS, DOUGLAS K · 2002 to 2017
$9.4M
UCSF HIV Clinical Trials UnitU01AI069502 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HAVLIR, DIANE V · 2007 to 2011
$6.1M
NCATS NIH HHS KL2 TR000143NCATS NIH HHS KL2TR000143NIAID NIH HHS P30 AI027763NIAID NIH HHS U01 AI069502NIAID NIH HHS U01 AI099959NIDA NIH HHS R01 DA015612NIDA NIH HHS R01 DA15612
6 · The paper itself

Abstract

backgroundEvidence favoring earlier HIV ART initiation at high CD4+ T-cell counts (CD4>350/uL) has grown, and guidelines now recommend earlier HIV treatment. However, the cost of providing ART to individuals with CD4>350 in Sub-Saharan Africa has not been well estimated. This remains a major barrier to optimal global cost projections for accelerating the scale-up of ART. Our objective was to compute costs of ART delivery to high CD4+count individuals in a typical rural Ugandan health center-based HIV clinic, and use these data to construct scenarios of efficient ART scale-up.

methodsWithin a clinical study evaluating streamlined ART delivery to 197 individuals with CD4+ cell counts >350 cells/uL (EARLI Study: NCT01479634) in Mbarara, Uganda, we performed a micro-costing analysis of administrative records, ART prices, and time-and-motion analysis of staff work patterns. We computed observed per-person-per-year (ppy) costs, and constructed models estimating costs under several increasingly efficient ART scale-up scenarios using local salaries, lowest drug prices, optimized patient loads, and inclusion of viral load (VL) testing.

findingsAmong 197 individuals enrolled in the EARLI Study, median pre-ART CD4+ cell count was 569/uL (IQR 451-716). Observed ART delivery cost was $628 ppy at steady state. Models using local salaries and only core laboratory tests estimated costs of $529/$445 ppy (+/-VL testing, respectively). Models with lower salaries, lowest ART prices, and optimized healthcare worker schedules reduced costs by $100-200 ppy. Costs in a maximally efficient scale-up model were $320/$236 ppy (+/- VL testing). This included $39 for personnel, $106 for ART, $130/$46 for laboratory tests, and $46 for administrative/other costs. A key limitation of this study is its derivation and extrapolation of costs from one large rural treatment program of high CD4+ count individuals.

conclusionsIn a Ugandan HIV clinic, ART delivery costs--including VL testing--for individuals with CD4>350 were similar to estimates from high-efficiency programs. In higher efficiency scale-up models, costs were substantially lower. These favorable costs may be achieved because high CD4+ count patients are often asymptomatic, facilitating more efficient streamlined ART delivery. Our work provides a framework for calculating costs of efficient ART scale-up models using accessible data from specific programs and regions.

Indexed as

CD4-Positive T-LymphocytesHealth Care CostsAdultAnti-HIV AgentsCD4 Lymphocyte CountDelivery of Health CareFemaleHIV InfectionsHumansMaleModels, EconomicRural PopulationUgandaViral LoadAnti-HIV Agents

Identifiers

PMID26632823
PMCPMC4669141

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.