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Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study
OBJECTIVES: To estimate the prevalence of multimorbidity and to identify factors associated with it in the adult population from the metropolitan region of Manaus. DESIGN: Cross-sectional population-based study. SETTING: Interviews conducted between May and August of 2015 in eight cities that compos...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6231594/ https://www.ncbi.nlm.nih.gov/pubmed/30391918 http://dx.doi.org/10.1136/bmjopen-2018-023398 |
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author | Araujo, Maria Elizete A Silva, Marcus T Galvao, Tais F Nunes, Bruno P Pereira, Mauricio G |
author_facet | Araujo, Maria Elizete A Silva, Marcus T Galvao, Tais F Nunes, Bruno P Pereira, Mauricio G |
author_sort | Araujo, Maria Elizete A |
collection | PubMed |
description | OBJECTIVES: To estimate the prevalence of multimorbidity and to identify factors associated with it in the adult population from the metropolitan region of Manaus. DESIGN: Cross-sectional population-based study. SETTING: Interviews conducted between May and August of 2015 in eight cities that compose the metropolitan region of Manaus, Amazonas, Brazil. PARTICIPANTS: 4001 adults aged ≥18 years. PRIMARY OUTCOME MEASURES: Multimorbidity, measured by the occurrence of ≥2 and ≥3 chronic diseases, was the primary outcome. The associated factors were investigated by calculating the prevalence ratio (PR) obtained by Poisson regression, with robust adjustment of the variance in a hierarchical model. A factor analysis was conducted to investigate multimorbidity clusters. RESULTS: Half of the interviewees were women. The presence of a chronic disease was reported by 57.2% (95% CI 56.6% to 59.7%) of the interviewees, and the mean morbidity was 1.2 (1.1–1.2); 29.0% (95% CI 27.6% to 30.5%) reported ≥2 morbidities and 15.2% (95% CI 14.1% to 16.4%) reported ≥3 chronic conditions. Back pain was reported by one-third of the interviewees. Multimorbidity was highest in women, PR=1.66 (95% CI 1.50 to 1.83); the elderly, PR=5.68 (95% CI 4.51 to 7.15) and individuals with worse health perception, PR=3.70 (95% CI 2.73 to 5.00). Associated factors also included undergoing medical consultations, hospitalisation in the last year, suffering from dengue in the last year and seeking the same healthcare service. Factor analysis revealed a pattern of multimorbidity in women. The factor loading the most strength of association in women was heart disease. In men, an association was identified in two groups, and lung disease was the disease with the highest factorial loading. CONCLUSION: Multimorbidity was frequent in the metropolitan region of Manaus. It occurred most often in women, in the elderly and in those with worse health perception. |
format | Online Article Text |
id | pubmed-6231594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-62315942018-12-11 Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study Araujo, Maria Elizete A Silva, Marcus T Galvao, Tais F Nunes, Bruno P Pereira, Mauricio G BMJ Open Health Services Research OBJECTIVES: To estimate the prevalence of multimorbidity and to identify factors associated with it in the adult population from the metropolitan region of Manaus. DESIGN: Cross-sectional population-based study. SETTING: Interviews conducted between May and August of 2015 in eight cities that compose the metropolitan region of Manaus, Amazonas, Brazil. PARTICIPANTS: 4001 adults aged ≥18 years. PRIMARY OUTCOME MEASURES: Multimorbidity, measured by the occurrence of ≥2 and ≥3 chronic diseases, was the primary outcome. The associated factors were investigated by calculating the prevalence ratio (PR) obtained by Poisson regression, with robust adjustment of the variance in a hierarchical model. A factor analysis was conducted to investigate multimorbidity clusters. RESULTS: Half of the interviewees were women. The presence of a chronic disease was reported by 57.2% (95% CI 56.6% to 59.7%) of the interviewees, and the mean morbidity was 1.2 (1.1–1.2); 29.0% (95% CI 27.6% to 30.5%) reported ≥2 morbidities and 15.2% (95% CI 14.1% to 16.4%) reported ≥3 chronic conditions. Back pain was reported by one-third of the interviewees. Multimorbidity was highest in women, PR=1.66 (95% CI 1.50 to 1.83); the elderly, PR=5.68 (95% CI 4.51 to 7.15) and individuals with worse health perception, PR=3.70 (95% CI 2.73 to 5.00). Associated factors also included undergoing medical consultations, hospitalisation in the last year, suffering from dengue in the last year and seeking the same healthcare service. Factor analysis revealed a pattern of multimorbidity in women. The factor loading the most strength of association in women was heart disease. In men, an association was identified in two groups, and lung disease was the disease with the highest factorial loading. CONCLUSION: Multimorbidity was frequent in the metropolitan region of Manaus. It occurred most often in women, in the elderly and in those with worse health perception. BMJ Publishing Group 2018-11-03 /pmc/articles/PMC6231594/ /pubmed/30391918 http://dx.doi.org/10.1136/bmjopen-2018-023398 Text en © Author(s) (or their employer(s)) 2018. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Health Services Research Araujo, Maria Elizete A Silva, Marcus T Galvao, Tais F Nunes, Bruno P Pereira, Mauricio G Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study |
title | Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study |
title_full | Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study |
title_fullStr | Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study |
title_full_unstemmed | Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study |
title_short | Prevalence and patterns of multimorbidity in Amazon Region of Brazil and associated determinants: a cross-sectional study |
title_sort | prevalence and patterns of multimorbidity in amazon region of brazil and associated determinants: a cross-sectional study |
topic | Health Services Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6231594/ https://www.ncbi.nlm.nih.gov/pubmed/30391918 http://dx.doi.org/10.1136/bmjopen-2018-023398 |
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