ArticleBMC public health2014
Chronic diseases and multi-morbidity--a conceptual modification to the WHO ICCC model for countries in health transition.
Article in BMC public health, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 88 papers, 5 of them syntheses that pooled it.
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Who cites it
88 citing papers in PubMed, 5 syntheses or guidelines pooled it, 173 citations in OpenAlex.
- Integrated Care Models for HIV, Diabetes and Hypertension in Sub-Saharan Africa: A Systematic Review of Effectiveness, Implementation and Real-World Applicability.Journal of the International AIDS Society · 2026Pooled it
- Effectiveness of health education in improving treatment adherence among patients with chronic communicable diseases: A systematic review and meta-analysis.Tropical medicine & international health : TM & IH · 2025Pooled it
- Community prevalence and dyad disease pattern of multimorbidity in China and India: a systematic review.BMJ global health · 2022Pooled it
- Pooled it
- The association between HIV and atherosclerotic cardiovascular disease in sub-Saharan Africa: a systematic review.BMC public health · 2017Pooled it
- Addressing priority gaps in access and quality of NCD services in primary care settings in Rural Kenya: a participatory approach to intervention development.BMC primary care · 2026Article
- Health Risks Among Rural Aging Populations in China: A Cross-Sectional Study of Knowledge, Attitudes, and Practices in Chronic Disease Management.Risk management and healthcare policy · 2026Article
- Quality of Life among HIV Patients with NCDs Receiving Antiretroviral Therapy in Wakiso District, Uganda: Exploring Key Determinants.African health sciences · 2025Article
- [Analysis of Responsibilities and Coordination Among Key Stakeholders in Chronic Disease Prevention and Control in China Based on the Innovative Care for Chronic Conditions Framework].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2025Article
- Multimorbidity as a driver of heart diseases risk among low socioeconomic older adults population in India.Scientific reports · 2025Article
- Article
- Assessing the capacity of primary healthcare facilities and healthcare workers in managing diabetes and hypertension in Kisumu county, Kenya.BMC health services research · 2025Article
- Lived experiences and expectations of people living with HIV and co-morbid diabetes regarding primary care services in Harare, Zimbabwe : Patient perspective on burden of disease.BMC health services research · 2025Article
- Distribution of Informal Caregiving for Older Adults Living With or At Risk of Cognitive Decline Within and Beyond Family in Rural South Africa.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025Article
- Multimorbid life expectancy across race, socio-economic status, and sex in South Africa.Population studies · 2025Article
- Multimorbidity and health system priorities in Zimbabwe: A participatory ethnographic study.PLOS global public health · 2025Article
- Transformation of primary care settings implementing a co-located team-based care model: a scoping review.BMC health services research · 2024Article
- Future proofing health in response to climate change and rapid urbanisation in Africa.BMJ (Clinical research ed.) · 2024Article
- Prevalence of and factors associated with multimorbidity among adults in Kuwait.BMC public health · 2024Article
- Preventing HIV Infection in Pregnant Women in Western Uganda Through a Comprehensive Antenatal Care-Based Intervention: An Implementation Study.Archives of sexual behavior · 2024Article
28 more citing papers are in PubMed but not listed here.
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 6 institutions in 4 countries.
Funding
Abstract
backgroundThe burden of non-communicable diseases is rising, particularly in low and middle-income countries undergoing rapid epidemiological transition. In sub-Saharan Africa, this is occurring against a background of infectious chronic disease epidemics, particularly HIV and tuberculosis. Consequently, multi-morbidity, the co-existence of more than one chronic condition in one person, is increasing; in particular multimorbidity due to comorbid non-communicable and infectious chronic diseases (CNCICD). Such complex multimorbidity is a major challenge to existing models of healthcare delivery and there is a need to ensure integrated care across disease pathways and across primary and secondary care. DISCUSSION: The Innovative Care for Chronic Conditions (ICCC) Framework developed by the World Health Organization provides a health systems roadmap to meet the increasing needs of chronic disease care. This framework incorporates community, patient, healthcare and policy environment perspectives, and forms the cornerstone of South Africa's primary health care re-engineering and strategic plan for chronic disease management integration. However, it does not significantly incorporate complexity associated with multimorbidity and CNCICD.Using South Africa as a case study for a country in transition, we identify gaps in the ICCC framework at the micro-, meso-, and macro-levels. We apply the lens of CNCICD and propose modification of the ICCC and the South African Integrated Chronic Disease Management plan. Our framework incorporates the increased complexity of treating CNCICD patients, and highlights the importance of biomedicine (biological interaction). We highlight the patient perspective using a patient experience model that proposes that treatment adherence, healthcare utilization, and health outcomes are influenced by the relationship between the workload that is delegated to patients by healthcare providers, and patients' capacity to meet the demands of this workload. We link these issues to provider perspectives that interact with healthcare delivery and utilization. SUMMARY: Our proposed modification to the ICCC Framework makes clear that healthcare systems must work to make sense of the complex collision between biological phenomena, clinical interpretation, beliefs and behaviours that follow from these. We emphasize the integration of these issues with the socio-economic environment to address issues of complexity, access and equity in the integrated management of chronic diseases previously considered in isolation.
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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.