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健康、生活方式和社会人口学特征与巴西饮食模式相关:巴西国家健康调查。

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

机构信息

Division of Population Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil.

Department of Nutrition, Federal University of Paraná (UFPR), Curitiba, Brazil.

出版信息

PLoS One. 2021 Feb 16;16(2):e0247078. doi: 10.1371/journal.pone.0247078. eCollection 2021.

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.

摘要

本研究旨在确定巴西的饮食模式及其与健康、生活方式和社会人口特征的关系。使用了 2013 年进行的巴西国家健康调查的数据。应用了一份包含 22 项与饮食消费相关的问卷。通过因子分析(FA)确定饮食模式。使用具有稳健方差的泊松回归模型来确定饮食模式与独立变量之间的关联。定义统计显著性为 p 值<0.05。对 60,202 名成年人(估计人口规模:146,308,458)进行了数据分析。FA 确定了三种饮食模式:健康、蛋白质和西方。与老年人(≥60 岁)相比,年轻年龄组(18-24 岁)对健康模式的依从性较低(PR:0.53;95%CI:0.49-0.58),对蛋白质模式(PR:1.52;95%CI:1.42-1.62)和西方模式(PR:1.80;95%CI:1.68-1.93)的依从性更高。与男性相比,女性与健康模式的相关性更高(PR:1.32;95%CI:1.28-1.38),与蛋白质模式的相关性更低(PR:0.80;95%CI:0.77-0.82)。与受过更高教育的参与者相比,文化程度较低的参与者对健康(PR:0.58;95%CI:0.53-0.63)和西方(PR:0.54;95%CI:0.48-0.62)模式的依从性较低。与不吸烟者相比,吸烟者对健康(PR:0.76;95%CI:0.71-0.81)和蛋白质模式(PR:1.14;95%CI:1.11-1.19)的依从性较低。自评健康状况较差/非常差的参与者对健康(PR:0.79;95%CI:0.73-0.86)和西方(PR:0.81;95%CI:0.73-0.89)模式的依从性较低,而自评健康状况非常好/好的参与者则较低。与无合并症的参与者相比,多发性疾病与健康模式呈正相关(PR:1.18;95%CI:1.11-1.26),与蛋白质模式呈负相关(PR:0.88;95%CI:0.80-0.96)。我们建议,在巴西人口中,促进健康饮食的策略应考虑健康、生活方式和社会人口特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fd61/7886222/896ecfba0fca/pone.0247078.g001.jpg

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