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      Health, lifestyle and sociodemographic characteristics are associated with Brazilian dietary patterns: Brazilian National Health Survey

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          Abstract

          This study aimed to identify Brazilian dietary patterns and their associations with health, lifestyle and sociodemographic characteristics. Data from the Brazilian National Health Survey conducted in 2013 were used. A questionnaire was applied containing 22 items related to dietary consumption. Dietary patterns were determined through factor analysis (FA). Poisson regression models, with robust variance, were used to identify associations between dietary patterns and independents variables. Statistical significance was defined as p-value<0.05. Data were analysed for 60,202 adults (estimated population size: 146,308,458). FA identified three dietary patterns: healthy, protein, and western. The younger age group (18–24 years) had a lower adherence to the healthy pattern (PR:0.53; 95%CI:0.49–0.58) and greater adherence to the protein (PR:1.52; 95%CI:1.42–1.62) and western (PR:1.80; 95%CI:1.68–1.93) patterns compared to the elderly (≥60 years). Women had a greater association with the healthy pattern (PR:1.32; 95%CI:1.28–1.38) and lower association with the protein pattern (PR:0.80; 95%CI:0.77–0.82) compared to men. Illiterate participants showed lower adherence to the healthy (PR:0.58; 95%CI:0.53–0.63) and western (PR:0.54; 95%CI:0.48–0.62) patterns compared to those with higher educational levels. Smokers had lower adherence to the healthy (PR:0.76; 95%CI:0.71–0.81) and higher adherence to the protein (PR:1.14; 95%CI:1.11–1.19) patterns compared to non-smokers. Participants with poor/very poor self-rated health status had a lower adherence to the healthy (PR:0.79; 95%CI:0.73–0.86) and western (PR:0.81; 95%CI:0.73–0.89) patterns compared to those in a very good/good self-rated health status. Multimorbidity was positively associated with the healthy pattern (PR:1.18; 95%CI:1.11–1.26) and inversely associated with the protein pattern (PR:0.88; 95%CI:0.80–0.96) compared to participants without comorbidities. We suggest that strategies to promote healthy eating should consider health, lifestyle and sociodemographic characteristics in the Brazilian population.

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          • Record: found
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          Coefficient alpha and the internal structure of tests

          Psychometrika, 16(3), 297-334
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            • Record: found
            • Abstract: not found
            • Article: not found

            An index of factorial simplicity

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              • Record: found
              • Abstract: found
              • Article: not found

              Dietary pattern analysis: a new direction in nutritional epidemiology.

              Frank Hu (2002)
              Recently, dietary pattern analysis has emerged as an alternative and complementary approach to examining the relationship between diet and the risk of chronic diseases. Instead of looking at individual nutrients or foods, pattern analysis examines the effects of overall diet. Conceptually, dietary patterns represent a broader picture of food and nutrient consumption, and may thus be more predictive of disease risk than individual foods or nutrients. Several studies have suggested that dietary patterns derived from factor or cluster analysis predict disease risk or mortality. In addition, there is growing interest in using dietary quality indices to evaluate whether adherence to a certain dietary pattern (e.g. Mediterranean pattern) or current dietary guidelines lowers the risk of disease. In this review, we describe the rationale for studying dietary patterns, and discuss quantitative methods for analysing dietary patterns and their reproducibility and validity, and the available evidence regarding the relationship between major dietary patterns and the risk of cardiovascular disease.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: InvestigationRole: MethodologyRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                16 February 2021
                2021
                : 16
                : 2
                : e0247078
                Affiliations
                [1 ] Division of Population Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
                [2 ] Department of Nutrition, Federal University of Paraná (UFPR), Curitiba, Brazil
                [3 ] Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
                [4 ] Division of Surveillance and Situation Analysis, Brazilian National Cancer Institute, Rio de Janeiro, Brazil
                Universidade Federal do Rio Grande do Sul Instituto de Ciencias Basicas da Saude, BRAZIL
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                [¤]

                Current address: National School of Public Health, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil

                Author information
                https://orcid.org/0000-0001-8423-8320
                https://orcid.org/0000-0002-7714-9976
                Article
                PONE-D-20-35214
                10.1371/journal.pone.0247078
                7886222
                33592067
                2374b515-6758-4e64-988f-ded30f21846b
                © 2021 Monteiro dos Santos et al

                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 credited.

                History
                : 9 November 2020
                : 29 January 2021
                Page count
                Figures: 1, Tables: 3, Pages: 19
                Funding
                The author(s) received no specific funding for this work.
                Categories
                Research Article
                Biology and Life Sciences
                Nutrition
                Diet
                Medicine and Health Sciences
                Nutrition
                Diet
                People and places
                Geographical locations
                South America
                Brazil
                Biology and Life Sciences
                Nutrition
                Diet
                Food
                Medicine and Health Sciences
                Nutrition
                Diet
                Food
                Biology and Life Sciences
                Nutrition
                Medicine and Health Sciences
                Nutrition
                Medicine and Health Sciences
                Health Care
                Socioeconomic Aspects of Health
                Medicine and Health Sciences
                Public and Occupational Health
                Socioeconomic Aspects of Health
                Medicine and Health Sciences
                Public and Occupational Health
                Physical Activity
                Social Sciences
                Sociology
                Education
                Schools
                Biology and Life Sciences
                Agriculture
                Animal Products
                Meat
                Biology and Life Sciences
                Nutrition
                Diet
                Food
                Meat
                Medicine and Health Sciences
                Nutrition
                Diet
                Food
                Meat
                Custom metadata
                The data underlying the results presented in the study are available from https://www.ibge.gov.br/estatisticas/sociais/saude/9160-pesquisa-nacional-de-saude.html?=&t=o-que-e.

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                Uncategorized

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