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Alternative Structural Models for Multivariate Longitudinal Data Analysis
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Ferrer, Emilio; McArdle, John – Structural Equation Modeling: A Multidisciplinary Journal, 2003
Structural equation models are presented as alternative models for examining longitudinal data. The models include (a) a cross-lagged regression model, (b) a factor model based on latent growth curves, and (c) a dynamic model based on latent difference scores. The illustrative data are on motivation and perceived competence of students during…
Descriptors: Models, Data Analysis, Structural Equation Models, Longitudinal Studies