Assessment of prevalence and risk factors of diabetes and pre‑diabetes in South Africa

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dc.contributor.author Grundlingh, Nina
dc.contributor.author Zewotir, Temesgen T.
dc.contributor.author Roberts, Danielle J.
dc.contributor.author Manda, S.O.M. (Samuel)
dc.date.accessioned 2023-08-21T12:00:09Z
dc.date.available 2023-08-21T12:00:09Z
dc.date.issued 2022-03-02
dc.description AVAILABILITY OF DATA AND MATERIALS : This study utilized existing survey datasets that are in the public domain and freely available from https://www.dhsprogram.com/data/dataset_admin/ login_main.cfm with the permission from the DHS Program. en_US
dc.description.abstract BACKGROUND : Diabetes prevalence, as well as that of pre-diabetes, is rapidly increasing in South Africa. Individuals with pre-diabetes have a high risk of developing type 2 diabetes, which is reversible with a change in lifestyle. If left untreated, diabetes can lead to serious health complications. Our objective was to assess the prevalence of diabetes and pre-diabetes, and to investigate the associated risk factors of each in the South African population. METHOD : This study made use of the South African Demographic Health Survey 2016 data. The study participants included 6442 individuals aged 15 years and older. A generalized additive mixed model was employed to account for the complex survey design of the study as well as well spatial autocorrelation in the data. RESULTS : The observed prevalence of pre-diabetes and diabetes was 67% and 22%, respectively. Among those who had never been tested for diabetes prior to the survey, 10% of females and 6% of males were found to be diabetic, and 67% of both males and females were found to be pre-diabetic. Thus, a large proportion of the South African population remains undiagnosed. The model revealed both common and uncommon factors significantly associated with pre-diabetes and diabetes. This highlights the importance of considering diabetic status as a three-level categorical outcome, rather than binary. In addition, significant interactions between some of the lifestyle factors, demographic factors and anthropometric measures were revealed, which indicates that the effects each these factors have on the likelihood of an individual being pre-diabetic or diabetic is confounded by other factors. CONCLUSION : The risk factors for diabetes and pre-diabetes are many and complicated. Individuals need to be aware of their diabetic status before health complications arise. It is therefore important for all stakeholders in government and the private sector of South Africa to get involved in providing education and creating awareness about diabetes. Regular testing of diabetes, as well as leading a healthy lifestyle, should be encouraged. en_US
dc.description.department Statistics en_US
dc.description.librarian am2023 en_US
dc.description.sponsorship The South African Medical Research Council through its Division of Research Capacity Development under the Biostatistics Capacity Development partnership with the Belgian Development Agency (Enabel) under its framework of Building Academic Partnerships for Economic Development (BAPED). en_US
dc.identifier.citation Grundlingh, N., Zewotir, T.T., Roberts, D.J. et al. 2022, 'Assessment of prevalence and risk factors of diabetes and pre‑diabetes in South Africa', Journal of Health, Population and Nutrition, vol. 41, no. 7, pp. 1-12, doi : 10.1186/s41043-022-00281-2. en_US
dc.identifier.issn 2072-1315 (online)
dc.identifier.other 10.1186/s41043-022-00281-2
dc.identifier.uri http://hdl.handle.net/2263/91999
dc.language.iso en en_US
dc.publisher BMC en_US
dc.rights © The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License. en_US
dc.subject Generalized additive mixed models en_US
dc.subject Spatial autocorrelation en_US
dc.subject Survey logistic regression en_US
dc.title Assessment of prevalence and risk factors of diabetes and pre‑diabetes in South Africa en_US
dc.type Article en_US


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