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巴西老年人群体中的食物消费与相关特征:一项聚类分析。

Food Consumption and Characteristics Associated in a Brazilian Older Adult Population: A Cluster Analysis.

作者信息

Loureiro Laís M R, Almeida Luciene F F, Machado Carla J, Pessoa Milene C, Duarte Maria Sônia L, Franceschini Sylvia C C, Ribeiro Andréia Q

机构信息

Department of Nutrition and Health, Universidade Federal de Viçosa, Viçosa, Brazil.

Department of Preventive and Social Medicine, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.

出版信息

Front Nutr. 2021 May 7;8:641263. doi: 10.3389/fnut.2021.641263. eCollection 2021.

Abstract

Epidemiological studies support diet as a factor in the prevention and treatment of non-communicable chronic diseases, whose occurrence increases with age due to the poor choices or the adoption of a monotonous diet. The aim of this study was to construct the food consumption profiles of older adults of a Brazilian city to identify the main food groups and eating habits that contribute to these profiles and to estimate its association with socioeconomic characteristics, health and use of health services, lifestyle, and anthropometric indicators. This is a population-based cross-sectional study conducted with a representative sample of 621 community-dwelling older adults (≥60 years) in Viçosa, Minas Gerais, Brazil. The food consumption profile was the dependent variable obtained from a Food Frequency Questionnaire, utilizing the two-step cluster method. The multiple multinomial logistic regression model was used to estimate the independent associations, obtaining the odds ratios and 95% confidence intervals. Three clusters were generated, namely, (1) "unhealthy" (2) "less unhealthy," and (3) "fairly healthy." The cluster "unhealthy" was characterized by a regular consumption of beans, fats, fatty/processed meats, and whole milk. The factors independently associated with this cluster were lower education level, lower individual income, history of at least one doctor's appointment in the year preceding this study, and being a former smoker. The cluster "less unhealthy" was characterized by a regular consumption of beans, green vegetables, vegetables and fruits, as well as fats, fatty/processed meats, and whole milk. The factors independently associated with the "less unhealthy" cluster were lower education level and history of at least six doctor's appointments in the prior year. The cluster "fairly healthy" was characterized by the same pattern of "less unhealthy," except for skim milk and low-fat dairy products. The evidence of the associations indicates the profile of older adults who require greater attention and care related to improved nutrition. The illiterate or semi-literate aged individuals, those with low income, and those who neglect to seek medical advice must be the focus of healthy eating actions and programs.

摘要

流行病学研究表明,饮食是预防和治疗非传染性慢性病的一个因素,由于饮食选择不当或采用单一饮食,这类疾病的发病率会随着年龄增长而上升。本研究的目的是构建巴西一个城市老年人的食物消费概况,以确定促成这些概况的主要食物类别和饮食习惯,并估计其与社会经济特征、健康状况、医疗服务使用情况、生活方式及人体测量指标之间的关联。这是一项基于人群的横断面研究,对巴西米纳斯吉拉斯州维索萨市621名社区居住老年人(≥60岁)的代表性样本进行了研究。食物消费概况是通过食物频率问卷采用两步聚类法获得的因变量。使用多元多项逻辑回归模型来估计独立关联,得出优势比和95%置信区间。生成了三个聚类,即:(1)“不健康”类;(2)“较不健康”类;(3)“相当健康”类。“不健康”类的特点是经常食用豆类、脂肪、高脂/加工肉类和全脂牛奶。与该聚类独立相关的因素包括较低的教育水平、较低的个人收入、在本研究前一年至少有一次看医生的记录以及曾经吸烟。“较不健康”类的特点是经常食用豆类、绿色蔬菜、蔬菜和水果,以及脂肪、高脂/加工肉类和全脂牛奶。与“较不健康”聚类独立相关的因素是较低的教育水平和前一年至少有六次看医生的记录。“相当健康”类的特点与“较不健康”类相同,但食用脱脂牛奶和低脂乳制品。关联证据表明,需要在改善营养方面给予更多关注和护理的老年人概况。文盲或半文盲老年人、低收入者以及忽视寻求医疗建议的人必须成为健康饮食行动和计划的重点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba70/8138584/157cc0590c22/fnut-08-641263-g0001.jpg

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