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Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population

BACKGROUND: In the context of population aging, multimorbidity has emerged as a growing concern in public health. However, little is known about multimorbidity patterns and other issues surrounding chronic diseases. The aim of our study was to examine multimorbidity patterns, the relationship betwee...

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Autores principales: Garin, Noe, Olaya, Beatriz, Perales, Jaime, Moneta, Maria Victoria, Miret, Marta, Ayuso-Mateos, Jose Luis, Haro, Josep Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3896355/
https://www.ncbi.nlm.nih.gov/pubmed/24465433
http://dx.doi.org/10.1371/journal.pone.0084794
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author Garin, Noe
Olaya, Beatriz
Perales, Jaime
Moneta, Maria Victoria
Miret, Marta
Ayuso-Mateos, Jose Luis
Haro, Josep Maria
author_facet Garin, Noe
Olaya, Beatriz
Perales, Jaime
Moneta, Maria Victoria
Miret, Marta
Ayuso-Mateos, Jose Luis
Haro, Josep Maria
author_sort Garin, Noe
collection PubMed
description BACKGROUND: In the context of population aging, multimorbidity has emerged as a growing concern in public health. However, little is known about multimorbidity patterns and other issues surrounding chronic diseases. The aim of our study was to examine multimorbidity patterns, the relationship between physical and mental conditions and the distribution of multimorbidity in the Spanish adult population. METHODS: Data from this cross-sectional study was collected from the COURAGE study. A total of 4,583 participants from Spain were included, 3,625 aged over 50. An exploratory factor analysis was conducted to detect multimorbidity patterns in the population over 50 years of age. Crude and adjusted binary logistic regressions were performed to identify individual associations between physical and mental conditions. RESULTS: Three multimorbidity patterns rose: ‘cardio-respiratory’ (angina, asthma, chronic lung disease), ‘mental-arthritis’ (arthritis, depression, anxiety) and the ‘aggregated pattern’ (angina, hypertension, stroke, diabetes, cataracts, edentulism, arthritis). After adjusting for covariates, asthma, chronic lung disease, arthritis and the number of physical conditions were associated with depression. Angina and the number of physical conditions were associated with a higher risk of anxiety. With regard to multimorbidity distribution, women over 65 years suffered from the highest rate of multimorbidity (67.3%). CONCLUSION: Multimorbidity prevalence occurs in a high percentage of the Spanish population, especially in the elderly. There are specific multimorbidity patterns and individual associations between physical and mental conditions, which bring new insights into the complexity of chronic patients. There is need to implement patient-centered care which involves these interactions rather than merely paying attention to individual diseases.
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spelling pubmed-38963552014-01-24 Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population Garin, Noe Olaya, Beatriz Perales, Jaime Moneta, Maria Victoria Miret, Marta Ayuso-Mateos, Jose Luis Haro, Josep Maria PLoS One Research Article BACKGROUND: In the context of population aging, multimorbidity has emerged as a growing concern in public health. However, little is known about multimorbidity patterns and other issues surrounding chronic diseases. The aim of our study was to examine multimorbidity patterns, the relationship between physical and mental conditions and the distribution of multimorbidity in the Spanish adult population. METHODS: Data from this cross-sectional study was collected from the COURAGE study. A total of 4,583 participants from Spain were included, 3,625 aged over 50. An exploratory factor analysis was conducted to detect multimorbidity patterns in the population over 50 years of age. Crude and adjusted binary logistic regressions were performed to identify individual associations between physical and mental conditions. RESULTS: Three multimorbidity patterns rose: ‘cardio-respiratory’ (angina, asthma, chronic lung disease), ‘mental-arthritis’ (arthritis, depression, anxiety) and the ‘aggregated pattern’ (angina, hypertension, stroke, diabetes, cataracts, edentulism, arthritis). After adjusting for covariates, asthma, chronic lung disease, arthritis and the number of physical conditions were associated with depression. Angina and the number of physical conditions were associated with a higher risk of anxiety. With regard to multimorbidity distribution, women over 65 years suffered from the highest rate of multimorbidity (67.3%). CONCLUSION: Multimorbidity prevalence occurs in a high percentage of the Spanish population, especially in the elderly. There are specific multimorbidity patterns and individual associations between physical and mental conditions, which bring new insights into the complexity of chronic patients. There is need to implement patient-centered care which involves these interactions rather than merely paying attention to individual diseases. Public Library of Science 2014-01-20 /pmc/articles/PMC3896355/ /pubmed/24465433 http://dx.doi.org/10.1371/journal.pone.0084794 Text en © 2014 Garin et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Garin, Noe
Olaya, Beatriz
Perales, Jaime
Moneta, Maria Victoria
Miret, Marta
Ayuso-Mateos, Jose Luis
Haro, Josep Maria
Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population
title Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population
title_full Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population
title_fullStr Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population
title_full_unstemmed Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population
title_short Multimorbidity Patterns in a National Representative Sample of the Spanish Adult Population
title_sort multimorbidity patterns in a national representative sample of the spanish adult population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3896355/
https://www.ncbi.nlm.nih.gov/pubmed/24465433
http://dx.doi.org/10.1371/journal.pone.0084794
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