Evidence map›Paper›PMID 40789714›Full record

ArticleBMJ global health2025

Patterns of engagement in care during clients' first 12 months after HIV treatment initiation in Zambia: a retrospective cohort analysis using routinely collected data.

Mariet Benade, Mhairi Maskew, Phillip Chilembo, Mwansa Wa Mwansa, Theodora Savory, Brooke Nichols, Carolyn Bolton, Lloyd B Mulenga, Suilanji Sivile, Khozya Davie Zyambo and 1 more

Abstract read
In one paragraph

Article in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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.

Mariet BenadeDepartment of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA.
Mhairi MaskewHealth Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Phillip ChilemboCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.ORCID 0000-0002-2434-7004
Mwansa Wa MwansaCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.
Theodora SavoryCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.
Brooke NicholsDepartment of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA.
Carolyn BoltonCentre for Infectious Disease Research in Zambia, Lusaka, Zambia.
Lloyd B MulengaLevy Mwanawasa Medical University and University Teaching Hospitals, Lusaka, Zambia.
Suilanji SivileMinistry of Health, Government of the Republic of Zambia, Lusaka, Zambia.
Khozya Davie ZyamboMinistry of Health, Government of the Republic of Zambia, Lusaka, Zambia.ORCID 0000-0002-3813-2784
Sydney RosenDepartment of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA sbrosen@bu.edu.ORCID 0000-0002-6560-2964

Funding

Observational Antiretroviral Studies In Southern Africa (OASIS) CollaborationU01AI069924 · NIAID · UNIVERSITAT BERN · PI Cleophas Chimbetete, Mary-Ann Davies · 2006 to 2026
$55.9M
Gates Foundation INV-031690NIAID NIH HHS U01 AI069924
6 · The paper itself

Abstract

backgroundThe first year after HIV treatment initiation or re-initiation is the period of highest risk of a treatment interruption or disengagement, yet little is known about the timing, patterns and effects of interruptions in the early treatment period.

methodsUsing routinely collected electronic medical record data from 543 Zambian facilities from 2018 to 2023, we described patterns of engagement during the first year of HIV treatment. We defined engagement patterns for months 0-6 and months 7-12 after initiation or reinitiation as (1) continuous (attended all scheduled clinic and medication pickup visits as planned; (2) cyclical (attended ≥1 visits late >28 days but returned to and remained in care) or (3) disengaged (missed a scheduled visit by >28 days and had no evidence of return).

resultsOur sample population comprised 159 429 adult participants (61% female, median age 33). Of the 513 322 interactions observed ≤12 months after initiation, 53% occurred as planned, 22% were late ≤28 days late, 9% were >28 days late, and 17% were scheduled but never attended. In 0-6 months after initiation, 51% clients were continuously engaged, 12% cyclically engaged and 33% disengaged. Two-thirds of disengagers (21% of cohort) did not return after the initiation visit. During months 7-12, most clients who had been continuously engaged in months 0-6 (54%) remained continuous, while 18% moved to cyclical engagement. Among cyclical engagers in months 0-6, nearly half (47%) moved to being continuously engaged by month 12. Only 34% of the study population remained engaged continuously by the end of the 12-month period.

conclusionsFewer than 60% of clients initiating antiretroviral therapy care between 2018 and 2022 at Zambian facilities remained continuously engaged at month 6 and 34% at month 12. Cyclical engagement and frequent interruptions should be accepted as the norm and models of service delivery designed to accommodate them.

Indexed as

Anti-HIV AgentsHIV InfectionsAdultElectronic Health RecordsFemaleHumansMaleMiddle AgedRetrospective StudiesTime FactorsYoung AdultZambiaAnti-HIV AgentsCohort studyGlobal HealthHealth services researchHIVTreatment

Identifiers

PMID40789714
PMCPMC12352237

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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.