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The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa

BACKGROUND: Socioeconomic position (SEP) strongly predicts late-life cognitive health, yet the pathways between SEP and cognitive function remain unclear. This study assessed whether and to what extent the association between SEP and cognitive function in the adult population in rural South Africa i...

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Autores principales: Mutola, Sianga, Gómez-Olivé, F. Xavier, Ng, Nawi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040802/
https://www.ncbi.nlm.nih.gov/pubmed/36992876
http://dx.doi.org/10.3389/fpubh.2023.1011439
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author Mutola, Sianga
Gómez-Olivé, F. Xavier
Ng, Nawi
author_facet Mutola, Sianga
Gómez-Olivé, F. Xavier
Ng, Nawi
author_sort Mutola, Sianga
collection PubMed
description BACKGROUND: Socioeconomic position (SEP) strongly predicts late-life cognitive health, yet the pathways between SEP and cognitive function remain unclear. This study assessed whether and to what extent the association between SEP and cognitive function in the adult population in rural South Africa is mediated by some health conditions, behavioral factors, and social capital factors. METHODS: In this cross-sectional study, we used data from the 2014–15 “Health and Aging Africa: A Longitudinal Study of an INDEPTH Community in South Africa” (HAALSI) cohort, including 5,059 adults aged 40+ years from the Agincourt sub-district in Mpumalanga Province, South Africa. SEP, the independent variable, was measured based on ownership of household goods. Cognitive function, the dependent variable, was assessed using questions related to time orientation and immediate and delayed word recall. We used the multiple-mediation analysis on 4125 individuals with complete values on all variables to assess the mediating roles of health conditions (hypertension, diabetes, obesity, and disability), behavioral factors (leisure physical activity, alcohol consumption, and tobacco smoking), and social capital factors (community's willingness to help, trust, sense of safety, and social network contact) in the association between SEP and cognitive function. RESULTS: Compared to adults in the poorest wealth quintile, those in the richest wealth quintile had better cognition (β = 0.903, p < 0.001). The mediation analysis revealed that health conditions mediated 20.7% of the total effect of SEP on cognitive function. In comparison, 3.3% was mediated by behavioral factors and only 0.7% by social capital factors. In the multiple-mediator model, 17.9% of the effect of SEP on cognitive function was jointly mediated by health conditions, behavioral factors, and social capital factors. CONCLUSION: Low socioeconomic position is a significant factor associated with poor cognitive function among adults aged 40 years and above in South Africa. Health conditions mainly mediate the effects between SEP and cognitive function. Therefore, actions to prevent and control chronic health conditions can serve as the entry point for intervention to prevent poor cognitive function among people with low socioeconomic status.
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spelling pubmed-100408022023-03-28 The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa Mutola, Sianga Gómez-Olivé, F. Xavier Ng, Nawi Front Public Health Public Health BACKGROUND: Socioeconomic position (SEP) strongly predicts late-life cognitive health, yet the pathways between SEP and cognitive function remain unclear. This study assessed whether and to what extent the association between SEP and cognitive function in the adult population in rural South Africa is mediated by some health conditions, behavioral factors, and social capital factors. METHODS: In this cross-sectional study, we used data from the 2014–15 “Health and Aging Africa: A Longitudinal Study of an INDEPTH Community in South Africa” (HAALSI) cohort, including 5,059 adults aged 40+ years from the Agincourt sub-district in Mpumalanga Province, South Africa. SEP, the independent variable, was measured based on ownership of household goods. Cognitive function, the dependent variable, was assessed using questions related to time orientation and immediate and delayed word recall. We used the multiple-mediation analysis on 4125 individuals with complete values on all variables to assess the mediating roles of health conditions (hypertension, diabetes, obesity, and disability), behavioral factors (leisure physical activity, alcohol consumption, and tobacco smoking), and social capital factors (community's willingness to help, trust, sense of safety, and social network contact) in the association between SEP and cognitive function. RESULTS: Compared to adults in the poorest wealth quintile, those in the richest wealth quintile had better cognition (β = 0.903, p < 0.001). The mediation analysis revealed that health conditions mediated 20.7% of the total effect of SEP on cognitive function. In comparison, 3.3% was mediated by behavioral factors and only 0.7% by social capital factors. In the multiple-mediator model, 17.9% of the effect of SEP on cognitive function was jointly mediated by health conditions, behavioral factors, and social capital factors. CONCLUSION: Low socioeconomic position is a significant factor associated with poor cognitive function among adults aged 40 years and above in South Africa. Health conditions mainly mediate the effects between SEP and cognitive function. Therefore, actions to prevent and control chronic health conditions can serve as the entry point for intervention to prevent poor cognitive function among people with low socioeconomic status. Frontiers Media S.A. 2023-03-13 /pmc/articles/PMC10040802/ /pubmed/36992876 http://dx.doi.org/10.3389/fpubh.2023.1011439 Text en Copyright © 2023 Mutola, Gómez-Olivé and Ng. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Mutola, Sianga
Gómez-Olivé, F. Xavier
Ng, Nawi
The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa
title The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa
title_full The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa
title_fullStr The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa
title_full_unstemmed The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa
title_short The path between socioeconomic inequality and cognitive function: A mediation analysis based on the HAALSI cohort in rural South Africa
title_sort path between socioeconomic inequality and cognitive function: a mediation analysis based on the haalsi cohort in rural south africa
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040802/
https://www.ncbi.nlm.nih.gov/pubmed/36992876
http://dx.doi.org/10.3389/fpubh.2023.1011439
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