ABSTRACT
Socioeconomic factors and food insecurity play a fundamental role in the food choices of adolescents, and in addition to influencing access to food, they also have significant effects on dietary patterns. The objectives of this study were to identify the dietary patterns of adolescents through the application of latent class analysis and to evaluate their association with socioeconomic variables and food insecurity. This cross-sectional study was conducted with adolescents aged between 11 and 17 years from public schools. Latent class analysis was used to identify the dietary patterns. Associations between socioeconomic factors, food insecurity and dietary patterns were assessed using multinomial logistic regression (odds ratio (OR); 95% confidence interval (CI)). Among the 1215 participants in the study, four dietary patterns were identified: "Mixed", "Low consumption", "Prudent" and "Diverse". A "Diverse" dietary pattern was associated with a lower economic stratum (OR:2.02; CI:1.26-3.24). There was no association between food insecurity and identified dietary patterns. These results highlight the importance of promoting healthy eating in this age group at all socioeconomic levels, especially the lowest level.
Subject(s)
Feeding Behavior , Food Supply , Humans , Adolescent , Child , Latent Class Analysis , Cross-Sectional Studies , Socioeconomic Factors , Food InsecurityABSTRACT
RESUMEN Los Cuestionarios de Frecuencia de Consumo de Alimentos son herramientas de investigación ampliamente utilizadas a nivel poblacional para evaluar la ingesta alimentaria, especialmente en niños. Los objetivos de este estudio fueron construir y determinar la validez relativa del Cuestionario de Frecuencia de Consumo de Alimentos (CFCA) para la evaluación de la ingesta entre niños ecuatorianos en edad escolar. Fueron incluidos 100 niños entre 6 y 8 años de edad de zonas costeras rurales del Ecuador. Las madres completaron 1 CFCA y 2 Recordatorios de 24 horas (R24h, estándar oro). Se utilizaron correlaciones de Pearson, Kappa ponderado y el método de Bland Altman para evaluar su validez. Se aplicaron modelos de regresión lineal incluyendo el R24h como variable dependiente y CFCA como variable independiente para derivar factores de calibración. Los coeficientes de Pearson oscilaron entre -0,03 y 0,24. Los valores de Kappa variaron entre -0,05 y 0,24, los gráficos de Bland-Altman se encuentran entre los límites cerca de la línea media y los factores de calibración oscilaron entre -0,01 a 0,16. Después de aplicar los factores de calibración, las ingestas medias de energía, macro y micro nutrientes fueron similares a las obtenidas en el R24h. El CFCA fue considerado apropiado para evaluar consumo de energía y nutrientes, sin embargo, debido a su concordancia débil a moderada este debe ser corregido mediante los valores de calibración. Asimismo, este CFCA es una herramienta útil para la evaluación de la dieta y la relación entre la dieta y la enfermedad en este grupo poblacional.
ABSTRACT Food frequency questionnaires are research tools widely used at the population level to assess food intake, especially in childhood. The objectives of this study were to develop and determine the relative validity of the Food Frequency Questionnaire (FFQ) for the evaluation of food intake among Ecuadorian schoolchildren. One hundred children from rural coastal areas of Ecuador, aged 6 to 8 years, were included. Mothers completed 1 FFQ frequency and two 24-hour recalls (R24h gold standard). Pearson correlation, weighted Kappa and the Bland Altman method were used to assess validity. Linear regression models were used including R24h as a dependent variable and FFQ as an independent variable to derive calibration factors. The Pearson coefficients ranged between -0.03 and 0.24. The Kappa values varied between -0.05 and 0.24, the Bland-Altman plots were between the limits near the midline and the calibration factors ranged from -0.01 to 0.16. The FFQ was considered appropriate to evaluate energy and nutrient consumption, however, due to its weak to moderate agreement this must be corrected using calibration values. This FFQ is a useful tool for evaluating diet and the relationship between diet and disease in this population group.
