ArticlePLoS medicine2019
Retention and viral suppression in a cohort of HIV patients on antiretroviral therapy in Zambia: Regionally representative estimates using a multistage-sampling-based approach.
Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT06803316 (Optimizing Care Delivery to Support Reengagement in PLWH Returning to HIV Care After Treatment Lapses in Zambia), which is not on this map. Cited by 48 papers, 3 of them syntheses that pooled it.
What it found
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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.
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.
Optimizing Care Delivery to Support Reengagement in PLWH Returning to HIV Care After Treatment Lapses in Zambia
Who cites it
48 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Interventions and contextual factors to improve retention in care for patients with hypertension in primary care: Hermeneutic systematic review.Preventive medicine · 2024Pooled it
- Reasons for disengagement from antiretroviral care in the era of "Treat All" in low- or middle-income countries: a systematic review.Journal of the International AIDS Society · 2024Pooled it
- Interventions to reengage people living with HIV who are lost to follow-up from HIV treatment programs: A systematic review and meta-analysis.PLoS medicine · 2022Pooled it
- Trial
- Trial
- Effect of a multicomponent, person-centred care intervention on client experience and HIV treatment outcomes in Zambia: a stepped-wedge, cluster-randomised trial.The lancet. HIV · 2025Trial
- Trial
- The effect of tracer contact on return to care among adult, "lost to follow-up" patients living with HIV in Zambia: an instrumental variable analysis.Journal of the International AIDS Society · 2021Trial
- Trial
- Factors associated with interruption in treatment among pregnant and breastfeeding women living with HIV on ART in South Sudan.BMC public health · 2026Article
- Implementation of male-specific motivational interviewing in Malawi: an assessment of intervention fidelity and barriers to scale-up.BMJ global health · 2026Article
- Patterns of engagement in care during clients' first 12 months after HIV treatment initiation in Zambia: a retrospective cohort analysis using routinely collected data.BMJ global health · 2025Article
- Guidelines for the transfer of people living with HIV attending primary healthcare facilities in South Africa: a scoping review.International health · 2025Article
- Hospitalized with HIV in Zambia: individual and system factors driving the high burden of admissions and post-discharge mortality in the era of HIV epidemic control.AIDS research and therapy · 2025Article
- Achieving the fast track 90-90-90 and 95-95-95 targets in sub-Saharan Africa: A rapid review.Journal of public health in Africa · 2025Review
- Effectiveness and experiences with differentiated service delivery of HIV care in Kisumu County, Kenya: A mixed methods study, 2014-2021.PLOS global public health · 2025Article
- Long-term retention and positive deviant practices in Uganda's community client-led antiretroviral distribution groups (CCLADs): a mixed-methods study.BMJ global health · 2024Article
- Programme science methodologies and practices that address "FURRIE" challenges: examples from the field.Journal of the International AIDS Society · 2024Article
- Programme science in action: lessons from an observational study of HIV prevention programming for key populations in Lusaka, Zambia.Journal of the International AIDS Society · 2024Observational
- Patterns of engagement in care during clients' first 12 months after HIV treatment initiation in South Africa: A retrospective cohort analysis using routinely collected data.PLOS global public health · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
16 authors.
Funding
Abstract
backgroundAlthough the success of HIV treatment programs depends on retention and viral suppression, routine program monitoring of these outcomes may be incomplete. We used data from the national electronic medical record (EMR) system in Zambia to enumerate a large and regionally representative cohort of patients on treatment. We traced a random sample with unknown outcomes (lost to follow-up) to document true care status and HIV RNA levels. METHODS AND
findingsOn 31 July 2015, we selected facilities from 4 provinces in 12 joint strata defined by facility type and province with probability proportional to size. In each facility, we enumerated adults with at least 1 clinical encounter after treatment initiation in the previous 24 months. From this cohort, we identified lost-to-follow-up patients (defined as 90 or more days late for their last appointment), selected a random sample, and intensively reviewed their records and traced them via phone calls and in-person visits in the community. In 1 of 4 provinces, we also collected dried blood spots (DBSs) for plasma HIV RNA testing. We used inverse probability weights to incorporate sampling outcomes into Aalen-Johansen and Cox proportional hazards regression to estimate retention and viremia. We used a bias analysis approach to correct for the known inaccuracy of plasma HIV RNA levels obtained from DBSs. From a total of 64 facilities with 165,464 adults on ART, we selected 32 facilities with 104,966 patients, of whom 17,602 (17%) were lost to follow-up: Those lost to follow-up had median age 36 years, 60% were female (N = 11,241), they had median enrollment CD4 count of 220 cells/μl, and 38% had WHO stage 1 clinical disease (N = 10,690). We traced 2,892 (16%) and found updated outcomes for 2,163 (75%): 412 (19%) had died, 836 (39%) were alive and in care at their original clinic, 457 (21%) had transferred to a new clinic, 255 (12%) were alive and out of care, and 203 (9%) were alive but we were unable to determine care status. Estimates using data from the EMR only suggested that 42.7% (95% CI 38.0%-47.1%) of new ART starters and 72.3% (95% CI 71.8%-73.0%) of all ART users were retained at 2 years. After incorporating updated data through tracing, we found that 77.3% (95% CI 70.5%-84.0%) of new initiates and 91.2% (95% CI 90.5%-91.8%) of all ART users were retained (at original clinic or transferred), indicating that routine program data underestimated retention in care markedly. In Lusaka Province, HIV RNA levels greater than or equal to 1,000 copies/ml were present in 18.1% (95% CI 14.0%-22.3%) of patients in care, 71.3% (95% CI 58.2%-84.4%) of lost patients, and 24.7% (95% CI 21.0%-29.3%). The main study limitations were imperfect response rates and the use of self-reported care status.
conclusionsIn this region of Zambia, routine program data underestimated retention, and the point prevalence of unsuppressed HIV RNA was high when lost patients were accounted for. Viremia was prevalent among patients who unofficially transferred: Sustained engagement remains a challenge among HIV patients in Zambia, and targeted sampling is an effective strategy to identify such gaps in the care cascade and monitor programmatic progress.
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