ArticleBMC health services research2019
Process evaluation of implementation fidelity of the integrated chronic disease management model in two districts, South Africa.
Article in BMC health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- Does Engagement in HIV Care Affect Screening, Diagnosis, and Control of Noncommunicable Diseases in Sub-Saharan Africa? A Systematic Review and Meta-analysis.AIDS and behavior · 2024Pooled it
- Access to chronic medicines: patients' preferences for a last kilometre medicine delivery service in Cape Town, South Africa.BMC family practice · 2021Trial
- SkipTheQ: Impact of a digital appointment system on waiting times and patient satisfaction at a tertiary hospital pharmacy in Gauteng province, South Africa.Dialogues in health · 2026Article
- Observational
- Designing a provider-led multimorbidity care model for fragmented insurance-based health systems: A mixed-methods study in Colombia.PloS one · 2026Article
- Multimorbidity and health system priorities in Zimbabwe: A participatory ethnographic study.PLOS global public health · 2025Article
- HIV, multimorbidity, and health-related quality of life in rural KwaZulu-Natal, South Africa: A population-based study.PloS one · 2024Article
- Exploring the workload of informal caregiving in the context of HIV/NCD multimorbidity in South Africa.PLOS global public health · 2024Article
- Article
- A Conceptual Model to Strengthen Integrated Management of HIV and NCDs among NIMART-Trained Nurses in Limpopo Province, South Africa.Clinics and practice · 2023Article
- The prevalence of multimorbidity in virally suppressed HIV-positive patients in Limpopo.Southern African journal of HIV medicine · 2023Article
- Adherence of HIV clinics to guidelines for the delivery of TB screening among people living with HIV/AIDS in Ghana.BMC health services research · 2021Article
- The Role of Value Stream Mapping in Healthcare Services: A Scoping Review.International journal of environmental research and public health · 2021Article
- Fidelity of implementation of TB screening guidelines by health providers at selected HIV clinics in Ghana.PloS one · 2021Article
- Article
- A mixed methods approach to exploring the moderating factors of implementation fidelity of the integrated chronic disease management model in South Africa.BMC health services research · 2020Article
- The cost and cost implications of implementing the integrated chronic disease management model in South Africa.PloS one · 2020Article
- Using qualitative study designs to understand treatment burden and capacity for self-care among patients with HIV/NCD multimorbidity in South Africa: A methods paper.Journal of multimorbidity and comorbidityArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundThe Integrated Chronic Disease Management (ICDM) model has been implemented in South Africa to enhance quality of clinical services in Primary Healthcare (PHC) clinics in a context of a high prevalence of chronic conditions and multi-morbidity. This study aimed to assess the implementation fidelity (adherence to guidelines) of the ICDM model.
methodsA cross-sectional study in 16 PHC clinics in two health districts in South Africa: Dr. Kenneth Kaunda (DKK) and West Rand (WR). A fidelity assessment tool with 89 activities and maximum score of 158 was developed from the four interrelated ICDM model components: facility re-organization, clinical supportive management, assisted self-management and strengthening of support systems. Value stream mapping of patient flow was conducted to analyse waiting time and identify operational inefficiencies. ICDM items were scored based on structured observations, facility document reviews and structured questionnaires completed by healthcare workers. Fidelity scores were summarized using medians and proportions and compared by facilities and districts using Chi-Square and Kruskal Wallis test.
resultsThe monthly patient headcount over a six-month period in these 16 PHC clinics was a median of 2430 (IQR: 1685-2942) individuals over 20 years. The DKK district had more newly diagnosed TB patients per month [median 5.5 (IQR: 4.00-9.33) vs 2.0 (IQR: 1.67-2.92)], and fewer medical officers per clinic [median 1 (IQR: 1-1) vs 3.5 (IQR:2-4.5)] compared to WR district. The median fidelity scores in both districts for facility re-organization, clinical supportive management, assisted self-management and strengthening of support systems were 78% [29/37, IQR: 27-31)]; 77% [30/39 (IQR: 27-34)]; 77% [30/39 (IQR: 28-34)]; and 80% [35/44 (IQR: 30-37)], respectively. The overall median implementation fidelity of the ICDM model was 79% (125/158, IQR, 117-132); WR was 80% (126/158, IQR, 123-132) while DKK was 74% (117/158, IQR, 106-130), p = 0.1409. The lowest clinic fidelity score was 66% (104/158), while the highest was 86% (136/158). A patient flow analysis showed long (2-5 h) waiting times and one stream of care for acute and chronic services.
conclusionThere was some variability of scores on components of the ICDM model by PHC clinics. More research is needed on contextual adaptations of the model.
Indexed as
Identifiers
What OpenQuestion holds
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.