Evidence map›Paper›PMID 42331021›Full record

ArticleJournal of acquired immune deficiency syndromes (1999)2026

Indirect Effects of HIV Differentiated Service Delivery Programmes on Quality of Clinic Care: A Retrospective Cohort Study of Clients Starting Antiretroviral Therapy.

Lara Lewis, Yukteshwar Sookrajh, Johan van der Molen, Thokozani Khubone, Lise Jamieson, Andrew Gray, Jennifer Anne Brown, Kwena Tlhaku, Francesca Little, Nigel Garrett and 2 more

Abstract read
In one paragraph

Article in Journal of acquired immune deficiency syndromes (1999), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

12 authors.

Lara LewisCentre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.ORCID 0000-0001-5373-2086
Yukteshwar SookrajheThekwini Municipality Health Unit, eThekwini Municipality, Durban, South Africa.
Johan van der MolenCentre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.
Thokozani KhuboneeThekwini Municipality Health Unit, eThekwini Municipality, Durban, South Africa.
Lise JamiesonHealth Economics and Epidemiology Research Office (HE2RO), University of the Witwatersrand, Johannesburg, South Africa.
Andrew GrayDivision of Pharmacology, Discipline of Pharmaceutical Sciences, University of KwaZulu-Natal, Durban, South Africa.
Jennifer Anne BrownCentre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.
Kwena TlhakuCentre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.
Francesca LittleDepartment of Statistical Sciences, University of Cape Town, Cape Town, South Africa.
Nigel GarrettCentre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.
Jienchi DorwardCentre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.ORCID 0000-0001-6072-1430
Reshma KassanjeeCentre for Integrated Data and Epidemiological Research (CIDER), School of Public Health, University of Cape Town, Cape Town, South Africa.

Funding

Bill and Melinda Gates Foundation INV-073793HSRD VA CDP 13-005
6 · The paper itself

Abstract

backgroundAlthough the benefits for clients collecting antiretroviral therapy (ART) through differentiated service delivery programmes (DSD) have been described, there are limited data on whether DSD indirectly benefits clients ineligible for DSD, by allowing more clinic resources to be redirected toward them.

settingDe-identified, routinely-collected data from 112 clinics in KwaZulu-Natal, South Africa were analyzed.

methodsUsing generalized linear mixed effects regression, we assessed whether the quality of care provided to clients initiating ART (and therefore ineligible for DSD) improved after increases in the proportion of clients in their clinic referred to DSD. Quality-of-care outcomes were the probability of clients having a CD4 count test, having a 6-month viral load (VL) test and being retained for 6 months.

resultsBetween February 2022 and September 2023, a total of 36,865 clients initiated ART. Among those in each outcome analysis, 77% had CD4 count results, 72% had 6-month VL results, and 70% were retained for 6 months. We found a positive relationship between the clinic DSD referral proportion and test completion among newly initiated clients, although this was only weakly significant for CD4 count; when DSD referrals increased from 20% to 30%, the probability of having a CD4 count and VL test increased by 0.97% (95% CI: -0.27 to 2.58%) and 1.35% (95% CI: 0.11 to 2.95%), respectively. We found no evidence of an association with DSD and retention.

conclusionsIn the first study of this topic, increases in clinic DSD referrals were associated with small improvements in care. With full DSD scale-up, programmatically meaningful effects could be achieved.

Indexed as

Anti-HIV AgentsDelivery of Health CareHIV InfectionsQuality of Health CareAdultCD4 Lymphocyte CountFemaleHumansMaleRetrospective StudiesSouth AfricaViral LoadAnti-HIV Agentsantiretroviral therapydifferentiated service deliveryHIVretention in careSouth Africa

Identifiers

PMID42331021
PMCPMC13566373

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