Evidence map›Paper›PMID 39910645›Full record

ArticleBMC global and public health2025

Using positive deviance to enhance HIV care retention in South Africa: development of a compassion-focused program to improve the staff and patient experience.

Allison J Ober, Donald H Skinner, Laura M Bogart, Leletu Busakwe, Wadene Davids, Hassan Mahomed, Debbie Ling, Virginia Zweigenthal

Abstract read
In one paragraph

Article in BMC global and public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Allison J OberRAND, Santa Monica, CA, USA. ober@rand.org.
Donald H SkinnerDepartment of Global Health, Stellenbosch University, Cape Town, South Africa.
Laura M BogartRAND, Santa Monica, CA, USA.
Leletu BusakweDepartment of Global Health, Stellenbosch University, Cape Town, South Africa.
Wadene DavidsDepartment of Global Health, Stellenbosch University, Cape Town, South Africa.
Hassan MahomedWestern Cape Department of Health and Wellness, Cape Town, South Africa.
Debbie LingDepartment of Social Work, Monash University, Melbourne, Australia.
Virginia ZweigenthalUniversity of Cape Town, Cape Town, South Africa.

Funding

UCLA Rapid, Relevant, Rigorous Implementation Science HubP30MH058107 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI RAPHAEL J LANDOVITZ · 1997 to 2026
$53.5M
Combining Positive Deviance and Implementation Science to Improve Retention in HIV Care in South AfricaR34MH119889 · NIMH · RAND CORPORATION · PI OBER, ALLISON, SKINNER, DONALD HARRY · 2020 to 2022
$685k
NIMH NIH HHS P30 MH058107NIMH NIH HHS R34 MH119889
6 · The paper itself

Abstract

backgroundHIV burden remains high in South Africa despite intensive efforts to curtail the epidemic. Public primary care facilities, where most people with HIV (PWH) in South Africa receive treatment, face myriad challenges retaining patients on antiretroviral therapy (ART). Nevertheless, some facilities manage to consistently retain PWH in care. We used a participatory positive deviance (PD) approach to discover characteristics of primary care facilities with above-average 12-month retention rates to develop an intervention.

methodsWe conducted 11 in-depth leadership interviews, 9 staff focus groups with 29 participants, 11 patient focus groups with 45 participants, 23 patient shadowing visits, and multiple facility observations in each of 3 high- and 3 low-retention public primary care facilities in Cape Town, South Africa. Using PD, an asset-based approach to behavior change that consists of discovering how high-performing outliers succeed despite sizable barriers, and then using those data to develop interventions for low performers, we analyzed data to discover dominant characteristics of higher-retention facilities that might be contributing to higher retention rates.

resultsDominant themes found in higher-retention facilities were compassionate, respectful, and patient-centered care; higher staff morale, passion for the work, and team cohesion; efficient workflow procedures; and a welcoming physical environment. From these themes, we developed the multidimensional Connect intervention, consisting of strategies within three domains: (1) engage, encourage, and support staff (e.g., a monthly staff support huddle, a compassion training); (2) expedite and augment workflow procedures (e.g., adjust folder system to lower wait times); and (3) create a welcoming physical environment (e.g., fresh paint and plants in the waiting area).

conclusionsA PD approach enabled us to identify factors that could be contributing to higher ART retention rates within low-resource public sector primary care facilities in Cape Town, South Africa, and to develop a multidimensional intervention. If effective after a future trial, the intervention could be a feasible, affordable complement to existing programs aimed at improving care for PWH.

Indexed as

ART/ARV retentionCompassionate careHIV carePatient-centered carePositive devianceSouth Africa

Identifiers

PMID39910645
PMCPMC11800582

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Registered trials

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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.