Postgraduate program in Public Health, Federal University of Maranhão, São Luís, Brazil.
Physiological Sciences Department, Federal University of Maranhão, São Luís, Brazil.
Br J Nutr. 2024 Oct 28;132(8):1104-1109. doi: 10.1017/S0007114524001429.
This article aims to evaluate the sociodemographic determinants of ultra-processed foods (UPF) consumption in the Brazilian population ≥ 10 years of age. The study used data from the personal and resident food consumption module of the Family Budget Surveys, grouping foods according to the NOVA classification of food processing. The classification and regression tree (CART) was used to identify the factors determining the lowest to highest percentage participation of UPF in the Brazilian population. UPF accounted for 37·0 % of energy content in 2017-2018. In the end, eight nodes of UPF consumption were identified, with household situation, education in years, age in years and per capita family income being the determining factors identified in the CART. The lowest consumption of UPF occurred among individuals living in rural areas with less than 4 years of education (23·78 %), while the highest consumption occurred among individuals living in urban areas, < 30 years of age and with per capita income ≥ US$257 (46·27 %). The determining factors identified in CART expose the diverse pattern of UPF consumption in the Brazilian population, especially conditions directly associated with access to these products, such as penetration in urban/rural regions. Through the results of this study, it may be possible to identify focal points for action in policies and actions to mitigate UPF consumption.
本文旨在评估巴西≥ 10 岁人群中超加工食品(UPF)消费的社会人口学决定因素。研究使用了家庭预算调查个人和居民食品消费模块的数据,根据食品加工的 NOVA 分类对食品进行了分类。使用分类回归树(CART)来确定决定 UPF 在巴西人群中最低到最高百分比参与的因素。2017-2018 年,UPF 占能量摄入的 37.0%。最后,确定了 8 个 UPF 消费节点,其中家庭状况、受教育年限、年龄和人均家庭收入是 CART 中确定的决定因素。在教育年限少于 4 年的农村地区生活的个体中,UPF 的消费最低(23.78%),而在城市地区、<30 岁且人均收入≥257 美元的个体中,UPF 的消费最高(46.27%)。CART 中确定的决定因素揭示了巴西人群中超加工食品消费的多样化模式,特别是与这些产品的获取直接相关的条件,如在城乡地区的渗透。通过这项研究的结果,可以确定在政策和行动中采取行动的重点,以减轻 UPF 的消费。