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Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada
Capturing socioeconomic inequalities in relation to chronic disease is challenging since socioeconomic status (SES) encompasses many aspects. We constructed a comprehensive individual-level SES index based on a broad set of social and demographic indicators (gender, education, income adequacy, occup...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265839/ https://www.ncbi.nlm.nih.gov/pubmed/35805461 http://dx.doi.org/10.3390/ijerph19137800 |
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author | Khodayari Moez, Elham Maximova, Katerina Sim, Shannon Senthilselvan, Ambikaipakan Pabayo, Roman |
author_facet | Khodayari Moez, Elham Maximova, Katerina Sim, Shannon Senthilselvan, Ambikaipakan Pabayo, Roman |
author_sort | Khodayari Moez, Elham |
collection | PubMed |
description | Capturing socioeconomic inequalities in relation to chronic disease is challenging since socioeconomic status (SES) encompasses many aspects. We constructed a comprehensive individual-level SES index based on a broad set of social and demographic indicators (gender, education, income adequacy, occupational prestige, employment status) and examined its relationship with smoking, a leading chronic disease risk factor. Analyses were based on baseline data from 17,371 participants of Alberta’s Tomorrow Project (ATP), a prospective cohort of adults aged 35–69 years with no prior personal history of cancer. To construct the SES index, we used principal component analysis (PCA) and to illustrate its utility, we examined the association with smoking intensity and smoking history using multiple regression models, adjusted for age and gender. Two components were retained from PCA, which explained 61% of the variation. The SES index was best aligned with educational attainment and occupational prestige, and to a lesser extent, with income adequacy. In the multiple regression analysis, the SES index was negatively associated with smoking intensity (p < 0.001). Study findings highlight the potential of using individual-level SES indices constructed from a broad set of social and demographic indicators in epidemiological research. |
format | Online Article Text |
id | pubmed-9265839 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92658392022-07-09 Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada Khodayari Moez, Elham Maximova, Katerina Sim, Shannon Senthilselvan, Ambikaipakan Pabayo, Roman Int J Environ Res Public Health Article Capturing socioeconomic inequalities in relation to chronic disease is challenging since socioeconomic status (SES) encompasses many aspects. We constructed a comprehensive individual-level SES index based on a broad set of social and demographic indicators (gender, education, income adequacy, occupational prestige, employment status) and examined its relationship with smoking, a leading chronic disease risk factor. Analyses were based on baseline data from 17,371 participants of Alberta’s Tomorrow Project (ATP), a prospective cohort of adults aged 35–69 years with no prior personal history of cancer. To construct the SES index, we used principal component analysis (PCA) and to illustrate its utility, we examined the association with smoking intensity and smoking history using multiple regression models, adjusted for age and gender. Two components were retained from PCA, which explained 61% of the variation. The SES index was best aligned with educational attainment and occupational prestige, and to a lesser extent, with income adequacy. In the multiple regression analysis, the SES index was negatively associated with smoking intensity (p < 0.001). Study findings highlight the potential of using individual-level SES indices constructed from a broad set of social and demographic indicators in epidemiological research. MDPI 2022-06-25 /pmc/articles/PMC9265839/ /pubmed/35805461 http://dx.doi.org/10.3390/ijerph19137800 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Khodayari Moez, Elham Maximova, Katerina Sim, Shannon Senthilselvan, Ambikaipakan Pabayo, Roman Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada |
title | Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada |
title_full | Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada |
title_fullStr | Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada |
title_full_unstemmed | Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada |
title_short | Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada |
title_sort | developing a socioeconomic status index for chronic disease prevention research in canada |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265839/ https://www.ncbi.nlm.nih.gov/pubmed/35805461 http://dx.doi.org/10.3390/ijerph19137800 |
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