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Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland
BACKGROUND: Identification of those who are most at risk of developing specific patterns of disease across different populations is required for directing public health policy. Here, we contrast prevalence and patterns of cross-national disease incidence, co-occurrence and related risk factors acros...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442402/ https://www.ncbi.nlm.nih.gov/pubmed/34526001 http://dx.doi.org/10.1186/s12889-021-11706-8 |
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author | Hernández, Belinda Voll, Stacey Lewis, Nathan A. McCrory, Cathal White, Arthur Stirland, Lucy Kenny, Rose Anne Reilly, Richard Hutton, Craig P. Griffith, Lauren E. Kirkland, Susan A. Terrera, Graciela Muniz Hofer, Scott M. |
author_facet | Hernández, Belinda Voll, Stacey Lewis, Nathan A. McCrory, Cathal White, Arthur Stirland, Lucy Kenny, Rose Anne Reilly, Richard Hutton, Craig P. Griffith, Lauren E. Kirkland, Susan A. Terrera, Graciela Muniz Hofer, Scott M. |
author_sort | Hernández, Belinda |
collection | PubMed |
description | BACKGROUND: Identification of those who are most at risk of developing specific patterns of disease across different populations is required for directing public health policy. Here, we contrast prevalence and patterns of cross-national disease incidence, co-occurrence and related risk factors across population samples from the U.S., Canada, England and Ireland. METHODS: Participants (n = 62,111) were drawn from the US Health and Retirement Study (n = 10,858); the Canadian Longitudinal Study on Ageing (n = 36,647); the English Longitudinal Study of Ageing (n = 7938) and The Irish Longitudinal Study on Ageing (n = 6668). Self-reported lifetime prevalence of 10 medical conditions, predominant clusters of multimorbidity and their specific risk factors were compared across countries using latent class analysis. RESULTS: The U.S. had significantly higher prevalence of multimorbid disease patterns and nearly all diseases when compared to the three other countries, even after adjusting for age, sex, BMI, income, employment status, education, alcohol consumption and smoking history. For the U.S. the most at-risk group were younger on average compared to Canada, England and Ireland. Socioeconomic gradients for specific disease combinations were more pronounced for the U.S., Canada and England than they were for Ireland. The rates of obesity trends over the last 50 years align with the prevalence of eight of the 10 diseases examined. While patterns of disease clusters and the risk factors related to each of the disease clusters were similar, the probabilities of the diseases within each cluster differed across countries. CONCLUSIONS: This information can be used to better understand the complex nature of multimorbidity and identify appropriate prevention and management strategies for treating multimorbidity across countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11706-8. |
format | Online Article Text |
id | pubmed-8442402 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84424022021-09-15 Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland Hernández, Belinda Voll, Stacey Lewis, Nathan A. McCrory, Cathal White, Arthur Stirland, Lucy Kenny, Rose Anne Reilly, Richard Hutton, Craig P. Griffith, Lauren E. Kirkland, Susan A. Terrera, Graciela Muniz Hofer, Scott M. BMC Public Health Research BACKGROUND: Identification of those who are most at risk of developing specific patterns of disease across different populations is required for directing public health policy. Here, we contrast prevalence and patterns of cross-national disease incidence, co-occurrence and related risk factors across population samples from the U.S., Canada, England and Ireland. METHODS: Participants (n = 62,111) were drawn from the US Health and Retirement Study (n = 10,858); the Canadian Longitudinal Study on Ageing (n = 36,647); the English Longitudinal Study of Ageing (n = 7938) and The Irish Longitudinal Study on Ageing (n = 6668). Self-reported lifetime prevalence of 10 medical conditions, predominant clusters of multimorbidity and their specific risk factors were compared across countries using latent class analysis. RESULTS: The U.S. had significantly higher prevalence of multimorbid disease patterns and nearly all diseases when compared to the three other countries, even after adjusting for age, sex, BMI, income, employment status, education, alcohol consumption and smoking history. For the U.S. the most at-risk group were younger on average compared to Canada, England and Ireland. Socioeconomic gradients for specific disease combinations were more pronounced for the U.S., Canada and England than they were for Ireland. The rates of obesity trends over the last 50 years align with the prevalence of eight of the 10 diseases examined. While patterns of disease clusters and the risk factors related to each of the disease clusters were similar, the probabilities of the diseases within each cluster differed across countries. CONCLUSIONS: This information can be used to better understand the complex nature of multimorbidity and identify appropriate prevention and management strategies for treating multimorbidity across countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11706-8. BioMed Central 2021-09-15 /pmc/articles/PMC8442402/ /pubmed/34526001 http://dx.doi.org/10.1186/s12889-021-11706-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Hernández, Belinda Voll, Stacey Lewis, Nathan A. McCrory, Cathal White, Arthur Stirland, Lucy Kenny, Rose Anne Reilly, Richard Hutton, Craig P. Griffith, Lauren E. Kirkland, Susan A. Terrera, Graciela Muniz Hofer, Scott M. Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland |
title | Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland |
title_full | Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland |
title_fullStr | Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland |
title_full_unstemmed | Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland |
title_short | Comparisons of disease cluster patterns, prevalence and health factors in the USA, Canada, England and Ireland |
title_sort | comparisons of disease cluster patterns, prevalence and health factors in the usa, canada, england and ireland |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442402/ https://www.ncbi.nlm.nih.gov/pubmed/34526001 http://dx.doi.org/10.1186/s12889-021-11706-8 |
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