Evidence map›Paper›PMID 40108577›Full record

ArticleBMC public health2025

Evaluation of differentiated service delivery models on HIV treatment retention among key populations in Nigeria: a prospective cohort analysis.

George Ikechi Emmanuel Eluwa, Scott Geibel, Steven Callens, Lung Vu, Isa Iyortim

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Trial
  2. Review
  3. Article
  4. 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.

George Ikechi Emmanuel EluwaHealth Research and Policy, Diadem Consults Initiative, No.4, Ikole St, Area 11, Garki, Abuja, Nigeria. geluwa@diademconsult.org.
Scott GeibelPopulation Council, HIV/AIDS, Washington, D.C., USA.
Steven CallensFaculty of Medicine and Health Sciences, University of Gent., Gent, Belgium.
Lung VuHealth, Nutrition and Population, World Bank, Washington, D.C., USA.
Isa IyortimUnited States Agency for International Development, Abuja, Nigeria.

Funding

United States Agency for International Development AID-OAAA-14-00060
6 · The paper itself

Abstract

introductionDifferentiated Service Delivery models (DSD) that cater to the needs of key populations (KP) have shown promise in providing KP-sensitive and KP-tailored care and treatment services. We evaluated the effect of two DSD models on linkage to and retention in treatment in Nigeria.

methodsBetween December 2017 and June 2018, newly-diagnosed men who have sex with men (MSM) and female sex workers (FSWs) were enrolled into treatment through two DSD models and followed prospectively for one year. Model 1 was a fully integrated one-stop-shop (OSS) while model 2 was a hybrid HIV prevention and treatment site (DIC). Retention was estimated from drug pick-up records and was defined as being on treatment within 90 days one-year post ART initiation. Cox regression was used to identify the independent effect of the DSD models on retention while probability of being retained in treatment at 1-year was estimated with Kaplan-Meier product limit.

resultsA total of 605 newly-diagnosed clients were enrolled into the study (340 in OSS and 265 in DIC; 342 were FSWs, while 263 were MSM). Median age was 26 years for MSM and 30 years for FSWs. Among those linked to treatment, retention was higher in the OSS than in DIC (63% vs. 48%; p = 0.002). Among those not retained, mean days to be lost-to-follow up (LFTU) was 60 days. Controlling for educational level, population type and age, clients who received treatment in M2 were 6 times more likely not to be retained in treatment at the end of 1 year (Hazard ratio 5.89; 95% CI: 1.04-33.16). The Kaplan Meier estimates of the probability of being retained in 6 months, 9 months and 12 months was 0.97, 0.92, 0.80 for the DIC and 1.00, 0.96, 0.91 for the OSS.

conclusionLinkage to treatment was suboptimal across both models with less than 90% of newly-diagnosed positives initiated on treatment and suggests that facilitated linkage is required to achieve at least 95%. Though retention was higher in the OSS model, both models had an alarmingly short time frame for LTFU and thus intensive monitoring during this phase of treatment is recommended irrespective of the type of DSD. Addressing these gaps will improve service delivery by one stop shops for HIV care and treatment.

Indexed as

Delivery of Health CareHIV InfectionsRetention in CareAdultFemaleHomosexuality, MaleHumansMaleNigeriaProspective StudiesSex WorkersYoung AdultDifferentiated service deliveryFSWsHIVMSMNigeriaProspective study

Identifiers

PMID40108577
PMCPMC11924709

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.