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巴西国家营养调查(ENANI-2019)中的国家财富得分。

The National Wealth Score in the Brazilian National Survey on Child Nutrition (ENANI-2019).

机构信息

Instituto de Nutrição Josué de Castro, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil.

Instituto de Nutrição, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil.

出版信息

Cad Saude Publica. 2023 Aug 28;39(Suppl 2):e00050822. doi: 10.1590/0102-311XEN050822. eCollection 2023.

Abstract

The National Wealth Score (IEN) is a synthetic household index that assesses socioeconomic conditions. This study aims to present the methods used to update the IEN using data from the Brazilian National Survey on Child Nutrition (ENANI-2019). The following items were included: the education level of the mother or caregiver of the child; the number of bedrooms and bathrooms, TV sets, and cars in the household; and the presence of a radio, refrigerator or freezer, washing machine, microwave oven, telephone line, computers, air conditioner, media player devices, cable or satellite TV, cell phone ownership and type of service, cell phone internet, and internet at the household. Principal component analysis (PCA) was used to estimate the IEN with and without incorporating the complex sampling design (CSD). Thus, the IEN validation considered proxy indicators of socioeconomic status and living conditions. The first component of the PCA explained 31% and 71% of the variation with and without incorporating the CSD, respectively. The coefficients of variation of the IEN were 53.4% and 2.6% with and without incorporating the CSD, respectively. The mean IEN score was lower in households without access to a sewage system, those that received benefits from Brazilian Income Transfer Program, those with some degree of food insecurity, and those with stunted children. Adding ENANI-2019 items to the calculation of IEN to capture technological advances resulted in a better fit of the model. Incorporating the CSD increased PCA performance and the IEN precision. The new IEN has an adequate performance in determining the socioeconomic status of households with children aged under five years.

摘要

国家财富评分(IEN)是一个综合家庭指数,用于评估社会经济状况。本研究旨在介绍使用巴西儿童营养状况全国调查(ENANI-2019)的数据更新 IEN 的方法。以下项目被包括在内:孩子的母亲或照顾者的教育水平;家庭中的卧室和浴室数量、电视机和汽车数量;以及收音机、冰箱或冰柜、洗衣机、微波炉、电话线、电脑、空调、媒体播放器设备、有线电视或卫星电视、手机拥有和服务类型、手机上网和家庭上网的存在情况。主成分分析(PCA)用于估计 IEN,包括和不包括复杂抽样设计(CSD)。因此,IEN 验证考虑了社会经济地位和生活条件的替代指标。PCA 的第一个成分分别解释了包含和不包含 CSD 时 31%和 71%的变化。包含和不包含 CSD 时,IEN 的变异系数分别为 53.4%和 2.6%。没有污水系统的家庭、接受巴西收入转移计划福利的家庭、存在一定程度粮食不安全的家庭以及有发育迟缓儿童的家庭的 IEN 得分较低。在计算 IEN 时添加 ENANI-2019 项目以捕捉技术进步,从而使模型的拟合效果更好。包含 CSD 提高了 PCA 的性能和 IEN 的精度。新的 IEN 在确定五岁以下儿童家庭的社会经济地位方面表现良好。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/93f7/10545132/12d42c8f28ba/1678-4464-csp-39-s2-EN050822-gf1.jpg

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