Evidence map›Paper›PMID 40420127›Full record

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.

Vinolia Ntjikelane, Bevis Phiri, Jeanette L Kaiser, Sydney Rosen, Allison J Morgan, Amy Huber, Idah Mokhele, Timothy Tchereni, Stanley Ngoma, Priscilla Lumano-Mulenga and 2 more

Registry-linked trialAbstract read
In one paragraph

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.

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.

NCT05902572 active not recruitingnot on this map

Outcomes of Differentiated Models of Service Delivery for HIV Treatment at Sentinel Sites in Zambia (Sentinel-Zambia)

TypeobservationalSponsorBoston UniversityRan2021 to 2027Enrolled8,280ConditionsHIVArmsNo intervention
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Differentiated antiretroviral distribution: Implementation in five South African districts.African journal of primary health care & family medicine · 2025
    Article
  6. 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

12 authors.

Vinolia NtjikelaneHealth Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Sunnyside Office Park, 32 Princess Wales Terrace, Parktown, Johannesburg, 2193, South Africa.
Bevis PhiriClinton Health Access Initiative-Zambia, Lusaka, Zambia.
Jeanette L KaiserSchool of Public Health, Boston University, Boston, USA.
Sydney RosenHealth Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Sunnyside Office Park, 32 Princess Wales Terrace, Parktown, Johannesburg, 2193, South Africa.
Allison J MorganSchool of Public Health, Boston University, Boston, USA.
Amy HuberHealth Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Sunnyside Office Park, 32 Princess Wales Terrace, Parktown, Johannesburg, 2193, South Africa.
Idah MokheleHealth Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Sunnyside Office Park, 32 Princess Wales Terrace, Parktown, Johannesburg, 2193, South Africa.
Timothy TchereniClinton Health Access Initiative-Malawi, Lilongwe, Malawi.
Stanley NgomaMinistry of Health, Lilongwe, Malawi.
Priscilla Lumano-MulengaMinistry of Health, Lusaka, Zambia.
Sophie PascoeHealth Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Sunnyside Office Park, 32 Princess Wales Terrace, Parktown, Johannesburg, 2193, South Africa. spascoe@heroza.org.
Nancy ScottSchool of Public Health, Boston University, Boston, USA.

Funding

Bill and Melinda Gates Foundation OPP1192640
6 · The paper itself

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.

Indexed as

Delivery of Health CareHealth PersonnelHIV InfectionsJob SatisfactionWorkloadAdultAfrica South of the SaharaCross-Sectional StudiesFemaleHumansMalawiMaleMiddle AgedSouth AfricaSurveys and QuestionnairesZambiaDifferentiated service deliveryHIVJob satisfactionMalawiSouth AfricaTreatment providersZambia

Identifiers

PMID40420127
PMCPMC12105310

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.