Evidence map›Paper›PMID 42325653›Full record

ArticleOpen forum infectious diseases2026

Cost-Effectiveness of Differentiated Service Delivery for HIV Treatment: A Combined Mathematical Modeling Study of Four African Settings.

Shiying You, Hae-Young Kim, Andrew N Phillips, Daniel T Citron, David Kaftan, Ingrida Platais, Loveleen Bansi-Matharu, Valentina Cambiano, Brooke E Nichols, Youngji Jo and 3 more

Abstract read
In one paragraph

Article in Open forum infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Shiying YouDepartment of Population Health, NYU Grossman School of Medicine, NewYork, New York, USA.
Hae-Young KimDepartment of Population Health, NYU Grossman School of Medicine, NewYork, New York, USA.ORCID https://orcid.org/0000-0002-5124-1555
Andrew N PhillipsInstitute for Global Health, University College London, London, UK.ORCID https://orcid.org/0000-0003-2384-4807
Daniel T CitronDepartment of Population Health, NYU Grossman School of Medicine, NewYork, New York, USA.ORCID https://orcid.org/0000-0002-1282-4176
David KaftanDepartment of Population Health, NYU Grossman School of Medicine, NewYork, New York, USA.
Ingrida PlataisDepartment of Population Health, NYU Grossman School of Medicine, NewYork, New York, USA.ORCID https://orcid.org/0000-0001-5609-5393
Loveleen Bansi-MatharuInstitute for Global Health, University College London, London, UK.
Valentina CambianoInstitute for Global Health, University College London, London, UK.
Brooke E NicholsDepartment of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0003-4682-4999
Youngji JoDepartment of Public Health Sciences, School of Medicine, University of Connecticut, Farmington, Connecticut, USA.ORCID https://orcid.org/0000-0002-1440-2786
Ronald S BraithwaiteDepartment of Population Health, NYU Grossman School of Medicine, NewYork, New York, USA.ORCID https://orcid.org/0000-0001-7067-3655
Edinah MudimuDepartment of Decision Sciences, University of South Africa, Pretoria, South Africa.
Anna BershteynDepartment of Population Health, NYU Grossman School of Medicine, NewYork, New York, USA.ORCID https://orcid.org/0000-0002-6604-7093

Funding

Can mental health services break the cycle perpetuating HIV hotspots in sub-Saharan Africa?R01MH124478 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BERSHTEYN, ANNA · 2021 to 2025
$3.2M
Leveraging HIV care systems to improve cardiovascular disease prevention in the Kingdom of eSwatiniR01HL169021 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Ronald Scott Braithwaite · 2023 to 2026
$3.1M
Rapid Tests for Recent Infection (RTRI) for Precision Public Health in Sub-Saharan Africa: Next-Generation Strategies Amid Changing HIV EpidemiologyR01AI174932 · NIAID · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Ronald Scott Braithwaite · 2023 to 2026
$3.0M
Drug concentration measurement for HIV prevention targets: toward a population-based HIV impact assessment (PHIA) for PrEPR01AI179417 · NIAID · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Anna Bershteyn, Dobromir Dimitrov · 2024 to 2026
$2.5M
When are in-person HIV services worth the risk of COVID-19 and other communicable illnesses? Optimizing choices when virtual services are less effectiveRF1MH130238 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BERSHTEYN, ANNA · 2025 to 2025
$1.4M
Antibody signatures of HIV treatment effectiveness: toward low-cost rapid tests for treatment monitoringR01AI198140 · NIAID · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Anna Bershteyn · 2026 to 2026
$842k
NHLBI NIH HHS R01 HL169021NIAID NIH HHS R01 AI174932NIAID NIH HHS R01 AI179417NIAID NIH HHS R01 AI198140NIMH NIH HHS R01 MH124478NIMH NIH HHS RF1 MH130238
6 · The paper itself

Abstract

Background: Differentiated service delivery (DSD) is increasingly available for HIV treatment. DSD has been shown to improve treatment retention, but DSD modalities incur higher costs than the clinic-based standard-of-care (SoC). We conducted a cost-effectiveness (CE) analysis to assess what DSD modalities, in what settings, would constitute an efficient use of limited HIV program resources. Methods: We adapted two validated mathematical models ( Results: Community adherence groups (ICER: $274-$604/DALY averted) and UAG (ICER: $590-$720/DALY averted) were cost-effective for all country/model settings. HomeART was dominated by UAG in all settings. In nearly all settings, CE estimates of CAG were robust to uncertainty in DSD effectiveness (except Zambia), DSD costs, CE threshold (except South Africa), HIV-associated disability weights, and discount rates. Cost-effectiveness of UAG was highly sensitive to uncertainty in DSD effectiveness in all settings. Conclusions: Community adherence groups and UAG can provide cost-effective alternatives to the clinic-based SoC in multiple African settings.

Indexed as

antiretroviral therapycost-effectiveness analysisdifferentiated service deliveryHIV/AIDSmathematical model

Identifiers

PMID42325653
PMCPMC13280640

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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.