Universidade de São Paulo. Faculdade de Saúde Pública. Programa de Pós-Graduação Nutrição em Saúde Pública. São Paulo, SP, Brasil.
Universidade de São Paulo. Faculdade de Saúde Pública. Núcleo de Pesquisas Epidemiológicas em Nutrição e Saúde. São Paulo, SP, Brasil.
Rev Saude Publica. 2024 Aug 9;58:35. doi: 10.11606/s1518-8787.2024058005811. eCollection 2024.
To explore the internal structure and analyze evidence of measurement invariance of the Sisvan form of food intake markers of the Food and Nutrition Surveillance System (Sisvan) for children aged six to 23 months.
Sisvan microdata from 2015 to 2019 were used. After analyzing sample adequacy, exploratory factor analysis was carried out considering factor loadings (≥ 0.30 and < 0.85), communality (> 0.20), model fit indices - Tucker-Lewis index (TLI) > 0.90, and root mean square error of approximation (RMSEA) < 0.08. A critical analysis of the form items was performed to adjust the parameters. Measurement stability was investigated between age groups, macro-regions and longitudinally by multi-group confirmatory factor analysis in configural, metric, and scalar invariance models. Configural invariance was accepted if RMSEA < 0.08 and TLI and comparative fit index (CFI) > 0.90. Metric and scalar invariances were accepted if ΔRMSEA < 0.015 and ΔCFI < 0.01, compared to the previous model.
After critical analysis, items were grouped (vegetables and leafy greens; meat or eggs and liver) and excluded (salty food; porridge with milk; rice, potatoes, yams, cassava, flour, or pasta). The exploratory model comprised three factors: healthy complementary feeding (fruit; vegetables; orange or dark green leafy vegetables or fruits; meat, offal, or egg; beans), ultra-processed (yogurt; hamburger and/or sausages; sweetened drinks; instant noodles, packet snacks, or salty cookies; sandwich cookies, sweets, or treats), and milk feeding (breast milk; other milk), with satisfactory factor loadings, communalities and fit (TLI: 0.918, RMSEA: 0.071). The reformulated instrument was stable in the invariance models tested.
With the incorporation of the modifications to the Sisvan form, the food intake markers subsidize a more adequate interpretation of the feeding situation of children aged six to 23 months.
探索食品和营养监测系统(Sisvan)中用于 6 至 23 个月儿童的食物摄入量标记物 Sisvan 形式的内部结构并分析其测量不变性的证据。
使用 2015 年至 2019 年的 Sisvan 微观数据。在分析样本充分性之后,考虑因子负荷(≥0.30 且<0.85)、共性(>0.20)、模型拟合指数 - Tucker-Lewis 指数(TLI)>0.90 和近似均方根误差(RMSEA)<0.08,进行探索性因素分析。对表单项目进行严格分析以调整参数。通过多组验证性因素分析,在组态、度量和标度不变性模型中,在年龄组、宏观区域和纵向之间研究测量稳定性。如果 RMSEA<0.08 和 TLI 和比较拟合指数(CFI)>0.90,则接受组态不变性。如果与前一个模型相比,ΔRMSEA<0.015 和 ΔCFI<0.01,则接受度量和标度不变性。
经过严格分析,项目被分组(蔬菜和绿叶蔬菜;肉或蛋和肝脏)并被排除(咸食;牛奶粥;米饭、土豆、山药、木薯、面粉或面条)。探索性模型由三个因素组成:健康的补充喂养(水果;蔬菜;橙色或深绿色叶菜或水果;肉、内脏或蛋;豆类)、超加工(酸奶;汉堡和/或香肠;甜饮料;方便面、袋装零食或咸饼干;夹心饼干、糖果或点心)和牛奶喂养(母乳;其他牛奶),具有令人满意的因子负荷、共性和拟合度(TLI:0.918,RMSEA:0.071)。在测试的不变性模型中,经修订的工具具有稳定性。
通过对 Sisvan 表格进行修改,食物摄入量标记物可以更充分地解释 6 至 23 个月儿童的喂养情况。