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Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013)

Middle-income countries are facing a growing challenge of adequate health care provision for people with multimorbidity. The objectives of this study were to explore the distribution of multimorbidity and to identify patterns of multimorbidity in the Brazilian general adult population. Data from 602...

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Autores principales: Rzewuska, Magdalena, de Azevedo-Marques, João Mazzoncini, Coxon, Domenica, Zanetti, Maria Lúcia, Zanetti, Ana Carolina Guidorizzi, Franco, Laercio Joel, Santos, Jair Lício Ferreira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5300133/
https://www.ncbi.nlm.nih.gov/pubmed/28182778
http://dx.doi.org/10.1371/journal.pone.0171813
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author Rzewuska, Magdalena
de Azevedo-Marques, João Mazzoncini
Coxon, Domenica
Zanetti, Maria Lúcia
Zanetti, Ana Carolina Guidorizzi
Franco, Laercio Joel
Santos, Jair Lício Ferreira
author_facet Rzewuska, Magdalena
de Azevedo-Marques, João Mazzoncini
Coxon, Domenica
Zanetti, Maria Lúcia
Zanetti, Ana Carolina Guidorizzi
Franco, Laercio Joel
Santos, Jair Lício Ferreira
author_sort Rzewuska, Magdalena
collection PubMed
description Middle-income countries are facing a growing challenge of adequate health care provision for people with multimorbidity. The objectives of this study were to explore the distribution of multimorbidity and to identify patterns of multimorbidity in the Brazilian general adult population. Data from 60202 adults, aged ≥18 years that completed the individual questionnaire of the National Health Survey 2013 (Portuguese: “Pesquisa Nacional de Saúde”–“PNS”) was used. We defined multimorbidity as the presence of two or more chronic conditions, including self-reported diagnoses and responses to the 9-item Patient Health Questionnaire for depression. Multivariate Poisson regression analyses were used to explore relationship between multimorbidity and demographic factors. Exploratory tetrachoric factor analysis was performed to identify multimorbidity patterns. 24.2% (95% CI 23.5–24.9) of the study population were multimorbid, with prevalence rate ratios being significantly higher in women, older people and those with lowest educational level. Multimorbidity occurred earlier in women than in men, with half of the women and men aged 55–59 years and 65–69 years, respectively, were multimorbid. The absolute number of people with multimorbidity was approximately 2.5-fold higher in people younger than 65 years than older counterparts (9920 vs 3945). Prevalence rate ratios of any mental health disorder significantly increased with the number of physical conditions. 46.7% of the persons were assigned to at least one of three identified patterns of multimorbidity, including: “cardio-metabolic”, “musculoskeletal-mental” and “respiratory” disorders. Multimorbidity in Brazil is as common as in more affluent countries. Women in Brazil develop diseases at younger ages than men. Our findings can inform a national action plan to prevent multimorbidity, reduce its burden and align health-care services more closely with patients’ needs.
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spelling pubmed-53001332017-02-28 Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013) Rzewuska, Magdalena de Azevedo-Marques, João Mazzoncini Coxon, Domenica Zanetti, Maria Lúcia Zanetti, Ana Carolina Guidorizzi Franco, Laercio Joel Santos, Jair Lício Ferreira PLoS One Research Article Middle-income countries are facing a growing challenge of adequate health care provision for people with multimorbidity. The objectives of this study were to explore the distribution of multimorbidity and to identify patterns of multimorbidity in the Brazilian general adult population. Data from 60202 adults, aged ≥18 years that completed the individual questionnaire of the National Health Survey 2013 (Portuguese: “Pesquisa Nacional de Saúde”–“PNS”) was used. We defined multimorbidity as the presence of two or more chronic conditions, including self-reported diagnoses and responses to the 9-item Patient Health Questionnaire for depression. Multivariate Poisson regression analyses were used to explore relationship between multimorbidity and demographic factors. Exploratory tetrachoric factor analysis was performed to identify multimorbidity patterns. 24.2% (95% CI 23.5–24.9) of the study population were multimorbid, with prevalence rate ratios being significantly higher in women, older people and those with lowest educational level. Multimorbidity occurred earlier in women than in men, with half of the women and men aged 55–59 years and 65–69 years, respectively, were multimorbid. The absolute number of people with multimorbidity was approximately 2.5-fold higher in people younger than 65 years than older counterparts (9920 vs 3945). Prevalence rate ratios of any mental health disorder significantly increased with the number of physical conditions. 46.7% of the persons were assigned to at least one of three identified patterns of multimorbidity, including: “cardio-metabolic”, “musculoskeletal-mental” and “respiratory” disorders. Multimorbidity in Brazil is as common as in more affluent countries. Women in Brazil develop diseases at younger ages than men. Our findings can inform a national action plan to prevent multimorbidity, reduce its burden and align health-care services more closely with patients’ needs. Public Library of Science 2017-02-09 /pmc/articles/PMC5300133/ /pubmed/28182778 http://dx.doi.org/10.1371/journal.pone.0171813 Text en © 2017 Rzewuska 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Rzewuska, Magdalena
de Azevedo-Marques, João Mazzoncini
Coxon, Domenica
Zanetti, Maria Lúcia
Zanetti, Ana Carolina Guidorizzi
Franco, Laercio Joel
Santos, Jair Lício Ferreira
Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013)
title Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013)
title_full Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013)
title_fullStr Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013)
title_full_unstemmed Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013)
title_short Epidemiology of multimorbidity within the Brazilian adult general population: Evidence from the 2013 National Health Survey (PNS 2013)
title_sort epidemiology of multimorbidity within the brazilian adult general population: evidence from the 2013 national health survey (pns 2013)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5300133/
https://www.ncbi.nlm.nih.gov/pubmed/28182778
http://dx.doi.org/10.1371/journal.pone.0171813
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