Development and implementation of an integrated chronic disease model in South Africa: lessons in the management of change through improving the quality of clinical practice
Open accessAbstract
BACKGROUND: South Africa is facing a complex burden of disease arising from a combination of chronic infectious illness and non-communicable diseases. As the burden of chronic diseases (communicable and non-communicable) increases, providing affordable and effective care to the increasing numbers of chronic patients will be an immense challenge. METHODS: The framework recommended by the Medical Research Council of the United Kingdom for the development and evaluation of complex health interventions was used to conceptualise the intervention. The breakthrough series was utilised for the implementation process. These two frameworks were embedded within the clinical practice improvement model that served as the overarching framework for the development and implementation of the model. RESULTS: The Chronic Care Model was ideally suited to improve the facility component and patient experience; however, the deficiencies in other aspects of the health system building blocks necessitated a hybrid model. An integrated chronic disease management model using a health systems approach was initiated across 42 primary health care facilities. The interventions were implemented in a phased approach using learning sessions and action periods to introduce the planned and targeted changes. CONCLUSION: The implementation of the integrated chronic disease management model is feasible at primary care in South Africa provided that systemic challenges and change management are addressed during the implementation process.
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The monitoring of chronic diseases can be challenging, particularly in low-resourced health systems limited by long distances to health facilities and low staff capacity.
“The monitoring of chronic diseases can be challenging, particularly in low-resourced health systems limited by long distances to health facilities and low staff capacity.11”
From mHealth text and voice communication for monitoring people with chronic diseases in low-resource settings: a realist review (2018) · cites this paper as [11]
In South Africa, the chronic care model was shown to be feasible in primary care clinics only if there was a strong concurrent focus on health system strengthening, such as change management support for clinical staff and managers.
“In South Africa, the chronic care model was shown to be feasible in primary care clinics only if there was a strong concurrent focus on health system strengthening, such as change management support for clinical staff and managers 40 .”
From Integrated care for people with long-term mental and physical health conditions in low-income and middle-income countries (2019) · cites this paper as [40]
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Cites
Developing and evaluating complex interventions: the new Medical Research Council guidance
Craig, P., Dieppe, P., Macintyre, S., Michie, S., Nazareth, I., & Petticrew, M. (2008) · BMJ · doi:10.1136/bmj.a1655 · Cited by 10,995 · see citing works
Framework for design and evaluation of complex interventions to improve health
Campbell, M. (2000) · BMJ · doi:10.1136/bmj.321.7262.694 · Cited by 3,474 · see citing works
Improving chronic illness care: translating evidence into action
Wagner, E. H., Austin, B. T., Davis, C., Hindmarsh, M., Schaefer, J., & Bonomi, A. (2001) · Health Affairs · doi:10.1377/hlthaff.20.6.64 · Cited by 3,446 · see citing works
A meta-analysis of interventions to improve care for chronic illnesses.
Tsai, A. C., Morton, S. C., Mangione, C. M., & Keeler, E. B. (2005) · PubMed · Cited by 482 · see citing works
Randomised controlled trial of structured personal care of type 2 diabetes mellitus
Olivarius, N. D. F., Beck-Nielsen, H., Andreasen, A., Hørder, M., & Pedersen, P. A. (2001) · British medical journal · doi:10.1136/bmj.323.7319.970 · Cited by 323 · see citing works
Levitt, N. S., Steyn, K., Dave, J. A., & Bradshaw, D. (2011) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.111.019075 · Cited by 205 · see citing works
Janssens, B., Damme, W. V., Raleigh, B., Gupta, J., Khem, S., Ty, K. S., Vun, M., Ford, N. P., & Zachariah, R. (2007) · Bulletin of the World Health Organization · doi:10.2471/blt.06.036574 · Cited by 176 · see citing works
Who dies from what? Determining cause of death in South Africa's rural north‐east
Kahn, K., Tollman, S. M., Garenne, M., & Gear, J. S. S. (1999) · Tropical Medicine & International Health · doi:10.1046/j.1365-3156.1999.00415.x · Cited by 127 · see citing works
Mahomed, O. H., Asmall, S., & Freeman, M. C. (2014) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2014.0176 · Cited by 81 · see citing works
Self-citationDo All Components of the Chronic Care Model Contribute Equally to Quality Improvement?
Sperl‐Hillen, J. M., Solberg, L. I., Hroscikoski, M. C., Crain, A. L., Engebretson, K. I., & O’Connor, P. J. (2004) · The Joint Commission Journal on Quality and Safety · doi:10.1016/s1549-3741(04)30034-1 · Cited by 74 · see citing works
Nemeth, L. S., Feifer, C., Stuart, G. W., & Ornstein, S. M. (2008) · Implementation Science · doi:10.1186/1748-5908-3-3 · Cited by 60 · see citing works
Chronic non-communicable diseases
Puoane, T. R., Tsolekile, L. P., Sanders, D. A., et al. (2008) · UWC Research Repository (University of the Western Cape) · Cited by 21 · see citing works
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Research works printed but not linked: 2
- [3]National Treasury Budget Review 2014. Report 2014 Pretoria National Treasury
- [5]Kautzy K Tollman S Barron P Rona-Readon J A perspective on primary healthcare in South Africa South African health review 2008 2008 Durban Health System Trust Available from: http://www.hst.org.za/uploads/files/chap2_08.pdf
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Community mental health care worldwide: current status and further developments
Thornicroft, G., Deb, T., & Henderson, C. (2016) · World Psychiatry · doi:10.1002/wps.20349 · Cited by 374 · see citing works
Thornicroft, G., Ahuja, S., Barber, S., Chisholm, D., Collins, P. Y., Docrat, S., Fairall, L., Lempp, H., Niaz, U., Ngo, V., et al. (2019) · The Lancet Psychiatry · doi:10.1016/s2215-0366(18)30298-0 · Cited by 138 · see citing works
Fairall, L. R., Folb, N., Timmerman, V., Lombard, C., Steyn, K., Bachmann, M. O., Bateman, E. D., Lund, C., Cornick, R., Faris, G., et al. (2016) · PLoS Medicine · doi:10.1371/journal.pmed.1002178 · Cited by 99 · see citing works
the CobALT research team, Fairall, L., Petersen, I., Zani, B., Folb, N., Georgeu-Pepper, D., Selohilwe, O., Petrus, R., Mntambo, N., Bhana, A., et al. (2018) · Trials · doi:10.1186/s13063-018-2517-7 · Cited by 53 · see citing works
Anstey Watkins, J., Goudge, J., Gómez-Olivé, F. X., Huxley, C., Dodd, K., & Griffiths, F. (2018) · BMJ Global Health · doi:10.1136/bmjgh-2017-000543 · Cited by 45 · see citing works
Magidson, J. F., Rose, A. L., Regenauer, K. S., Brooke-Sumner, C., Anvari, M. S., Jack, H. E., Johnson, K., Belus, J. M., Joska, J., Bassett, I. V., et al. (2022) · Addiction Science & Clinical Practice · doi:10.1186/s13722-022-00330-5 · Cited by 37 · see citing works
- Authors
- Mahomed, O., & Asmall, S.
- Affiliations
- University of KwaZulu-Natal (ZA)
- Department of Health (ZA)
- Corresponding author
- Asmall, Shaidah
- ORCID
- Mahomed, Ozayr
- Venue
- International Journal of Integrated Care
- Publisher
- Ubiquity Press, Ltd.
- Published
- 2015-10-12
- Volume
- 15
- Issue
- 4
- Pages
- e038-e038
- ISSN
- 1568-4156 (ISSN-L)
- PMC
- PMC4628546
- OpenAlex
- W2168130980
- Cited by
- 81
- References
- 12
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 9 · 2023: 5 · 2022: 9 · 2021: 11 · 2020: 9 · 2019: 11 · 2018: 10 · 2017: 5 · 2016: 7
- FWCI
- 13.41
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- International Journal of Integrated Care (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- International Journal of Integrated Care (IJIC) (acceptedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Utrecht University Repository (Utrecht University) (submittedVersion, cc-by)
- Funders
- Fogarty International Center (R24TW008863)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Health Sciences › Medicine › Epidemiology › Chronic Disease Management Strategies
- Keywords
- Chronic Care Model, chronic disease management, primary care, health system building blocks, clinical practice improvement, change management, patient experience, non-communicable diseases, chronic infectious diseases, South Africa
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