Association between socio‑economic status and non‑communicable disease risk in young adults from Kenya, South Africa, and the United Kingdom

dc.contributor.authorMtintsilana, Asanda
dc.contributor.authorCraig, Ashleigh
dc.date.accessioned2026-10-29T08:13:27Z
dc.date.issued2023
dc.description.abstractThere is a pressing need for global health preventions to curb the escalating burden of noncommunicable diseases (NCDs). Utilising multi-country study designs can improve our understanding of how socio-economic context shapes the aetiology of NCDs, and this has great potential to advance global health interventions. We examined the association between socio-economic status (SES) and NCD risk, and the potential confounding effects of smoking and alcohol intake in young adults (18–35-year-olds) from Kenya, South Africa (SA), and the United Kingdom (UK). Our study was a cross-sectional online survey that included 3000 respondents (n= 1000 per country, 50% women) conducted in April 2022. We utilised information on twelve NCDs to classify respondents as having “no condition”, “one condition”, and “multimorbidity” (having two or more conditions). A total household asset score was calculated and used as a proxy of SES, and subsequently categorised into quintiles (Q1–Q5; lowest-highest). Ordered logistic regression was used to test the associations between NCD risk and exposure variables. In the UK sample, we found that those in the second lowest SES quintile (Q2) had lower odds of developing NCDs than their lowest SES counterparts (Q1). In contrast, South African and Kenyan youth with a SES score between middle and highest quintiles (Q3–Q5) were more likely to develop NCDs than the lowest SES quintile group. In all countries, smoking and/or alcohol intake were associated with higher odds of developing NCDs, and showed some confounding effects on the SES-NCD relationships. Specifically, in Kenya, the risk of developing NCD was more than two times higher in those in the middle (Q3) SES group (OR 2.493; 95% CI 1.519–4.091; p < 0.001) compared to their lowest (Q1) SES counterparts. After adjusting for smoking and alcohol, the ORs of middle (Q3) SES group changed from 2.493 to 2.241 (1.360–3.721; p = 0.002). Overall, we found that the strength and direction of SES-NCD associations differed within and between countries. This study highlights how different SES contexts shape the risk of NCDs among young adults residing in countries at different levels of economic development.
dc.description.submitterPM2026
dc.facultyFaculty of Health Sciences
dc.identifier0000-0002-0045-0648
dc.identifier0000-0002-7641-5953
dc.identifier0000-0001-8719-3084
dc.identifier0000-0001-8383-7866
dc.identifier.citationMtintsilana, A., Craig, A., Mapanga, W., Dlamini, S. N., & Norris, S. A. (2023). Association between socio-economic status and non-communicable disease risk in young adults from Kenya, South Africa, and the United Kingdom. Scientific reports, 13(1), 728. https://doi.org/10.1038/s41598-023-28013-4
dc.identifier.issn2045-2322 (online)
dc.identifier.other10.1038/s41598-023-28013-4
dc.identifier.urihttps://hdl.handle.net/10539/50245
dc.journal.titleScientific Reports
dc.language.isoen
dc.publisherNature Research
dc.rights© The Author(s) 2023. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License.
dc.schoolSchool of Clinical Medicine
dc.subjectSocio‑economic status
dc.subjectNon‑communicable disease risk
dc.subjectYoung adults
dc.subjectKenya
dc.subjectSouth Africa
dc.subjectUnited Kingdom
dc.subject.otherSDG-3: Good health and well-being
dc.titleAssociation between socio‑economic status and non‑communicable disease risk in young adults from Kenya, South Africa, and the United Kingdom
dc.typeArticle

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