ArticleHuman resources for health2025
Effect of differentiated service delivery models for HIV treatment on healthcare providers' job satisfaction and workloads in sub-Saharan Africa: a mixed methods study from Malawi, Zambia, and South Africa.
Article in Human resources for health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05902572 (Outcomes of Differentiated Models of Service Delivery for HIV Treatment at Sentinel Sites in Zambia), which is not on this map. Cited by 6 papers.
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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.
Outcomes of Differentiated Models of Service Delivery for HIV Treatment at Sentinel Sites in Zambia (Sentinel-Zambia)
Who cites it
6 citing papers in PubMed.
- Integration of specialised mental health services in an HIV clinic in a low resource setting.BMJ open quality · 2026Article
- Complexity of Adherence Challenges: Understanding Syndemic Factors Affecting HIV Treatment Adherence During Treatment Initiation in Cape Town, South Africa.AIDS and behavior · 2026Article
- Age, sex-and what else? Rethinking priorities to close gaps in the HIV care cascade.Journal of the International AIDS Society · 2026Article
- Uptake of antiretroviral therapy among people living with HIV in Addis Ababa, Ethiopia: A qualitative exploratory study.Health SA = SA Gesondheid · 2026Article
- Differentiated antiretroviral distribution: Implementation in five South African districts.African journal of primary health care & family medicine · 2025Article
- Are HIV Treatment Clients Offered a Choice of Differentiated Service Delivery Models? Evidence from Malawi, South Africa, and Zambia.Patient preference and adherence · 2025Article
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Authors and funding
12 authors.
Funding
Abstract
introductionHIV care providers are often overworked and suffer from burnout and low job satisfaction. Differentiated service delivery (DSD) models for HIV treatment aim to decongest clinics and improve providers' quality of professional life by reducing the client/provider ratio and allowing for more time with clients in need. We investigated current job satisfaction and perceived changes in job satisfaction among HIV care providers in Malawi, South Africa, and Zambia after the adoption of DSD models of care in each country.
methodsWe conducted a concurrent, cross-sectional mixed methods survey with clinical and non-clinical HIV care providers between April 2021 and January 2022 at public sector clinics in Malawi (n = 12), South Africa (n = 21), and Zambia (n = 12). Questions investigated the effect of DSD models on provider responsibilities, work burden, time allocation, and job satisfaction. We conducted a principal components analysis of survey responses to create a job satisfaction index and estimated odds ratios (OR) using logistic regression for associations between key variables and low reported job satisfaction. We reported emerging qualitative themes. We used Herzberg's two-factor theory to organize and interpret results, identifying motivating factors (which lead to job satisfaction) and hygiene factors (which we refer to as maintenance factors, that lead to dissatisfaction if lacking).
resultsProviders had generally high job satisfaction. Providers from Malawi were more likely to report lower job satisfaction than those from South Africa or Zambia (adjusted OR (aOR) 4.56; 95% confidence interval (CI) [2.12-9.80]). Providers who believed that their jobs became harder after the introduction of DSD models (2.82; [1.14-6.96]) or that their jobs did not change (6.50; [2.50-16.89]) were more likely to report lower job satisfaction than those who believed their jobs became easier. Qualitatively, providers felt DSD models improved their working conditions by easing clinic congestion and allowing them to spend more time on other tasks. Providers were particularly motivated when they could spend more time with clients.
conclusionFindings highlight the importance of DSD models in maintaining or improving healthcare providers' quality of professional life and underscore the need for continued monitoring of the impact of these models on job satisfaction among HIV care providers in resource-constrained settings.
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