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使用分类与回归树分析的儿童和青少年饮食质量相关社会经济及生活方式参数:DIATROFI研究

Socio-economic and lifestyle parameters associated with diet quality of children and adolescents using classification and regression tree analysis: the DIATROFI study.

作者信息

Yannakoulia Mary, Lykou Anastasia, Kastorini Christina Maria, Saranti Papasaranti Eirini, Petralias Athanassios, Veloudaki Afroditi, Linos Athena

机构信息

1Institute of Preventive Medicine Environmental and Occupational Health,Athens,Greece.

出版信息

Public Health Nutr. 2016 Feb;19(2):339-47. doi: 10.1017/S136898001500110X. Epub 2015 Apr 20.

Abstract

OBJECTIVE

To explore factors affecting children's and adolescents' diet quality, in the framework of a food aid and promotion of healthy nutrition programme implemented in areas of low socio-economic status of Greece, during the current financial crisis.

DESIGN

From a total of 162 schools participating in the programme during 2012-2013, we gathered 15 897 questionnaires recording sociodemographic characteristics, lifestyle parameters and dietary habits of children and their families. As a measure of socio-economic status, the Family Affluence Scale (FAS) was used; whereas for the assessment of diet quality, the KIDMED score was computed. Associations between KIDMED and FAS, physical activity and socio-economic parameters were examined using regression and classification-regression tree analysis (CART).

RESULTS

The higher the FAS score, the greater the percentage of children and adolescents who reported to consume, on a daily basis, fruits and vegetables, dairy products and breakfast (P<0·001). Results from CART showed that children and adolescents in the medium or high FAS groups had higher KIDMED score, compared with those in the low FAS group. For those in the low FAS group, KIDMED score is expected to increase by 12·4 % when they spend more than 0·25 h/week in sports activities. The respective threshold for the medium and high FAS groups is 1·75 h/week, while education of the mother and father affected KIDMED score significantly as well.

CONCLUSIONS

Diet quality is strongly influenced by socio-economic parameters in children and adolescents living in economically disadvantaged areas of Greece, so that lower family affluence is associated with worse diet quality.

摘要

目的

在希腊当前金融危机期间,于社会经济地位较低地区实施的食品援助和促进健康营养计划框架内,探究影响儿童和青少年饮食质量的因素。

设计

从2012 - 2013年参与该计划的162所学校中,我们收集了15897份问卷,记录儿童及其家庭的社会人口学特征、生活方式参数和饮食习惯。作为社会经济地位的衡量指标,使用了家庭富裕量表(FAS);而对于饮食质量的评估,则计算了儿童地中海饮食质量指数(KIDMED)得分。使用回归分析和分类回归树分析(CART)研究KIDMED得分与FAS、身体活动及社会经济参数之间的关联。

结果

FAS得分越高,报告每天食用水果和蔬菜、乳制品及早餐的儿童和青少年比例越高(P<0·001)。CART分析结果显示,与低FAS组相比,中高FAS组的儿童和青少年KIDMED得分更高。对于低FAS组的儿童和青少年,当他们每周体育活动时间超过0·25小时时,KIDMED得分预计会提高12·4%。中高FAS组的相应阈值为每周1·75小时,同时父母的教育程度也对KIDMED得分有显著影响。

结论

在希腊经济贫困地区生活的儿童和青少年中,饮食质量受社会经济参数的强烈影响,家庭富裕程度较低与较差的饮食质量相关。

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