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Structural equation modeling in epidemiology

2010; Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz; Volume: 26; Issue: 12 Linguagem: Inglês

10.1590/s0102-311x2010001200004

1678-4464

Leila Denise Alves Ferreira Amorim, Rosemeire Leovigildo Fiaccone, Carlos Antônio de Souza Teles Santos, Tereza Nadya dos Santos, Lia Terezinha Lana Pimenta de Moraes, Nelson Fernandes de Oliveira, Silvano O. Barbosa, Darci Neves dos Santos, Letícia Marques dos Santos, Sheila M. A. Matos, Maurício L. Barreto,

Food Security and Health in Diverse Populations

Structural equation modeling (SEM) is an important statistical tool for evaluating complex relations in several research areas. In epidemiology, the use and discussion of SEM have been limited thus far. This article presents basic principles and concepts in SEM, including an application using epidemiological data analysis from a study on the determinants of cognitive development in young children, considering constructs related to organization of the child's home environment, parenting style, and the child's health status. The relations between the constructs and cognitive development were measured. The results showed a positive association between psychosocial stimulus at home and cognitive development in young children. The article presents the contributions by SEM to epidemiology, highlighting the need for an a priori theoretical model for improving the study of epidemiological questions from a new perspective.