Estimating and interpreting latent variable interactions: A tutorial for applying the latent moderated structural equations method

This article compiles state-of-the-science techniques for assessing LMS model fit, obtaining standardized coefficients, and determining the size of the latent interaction effect in order to create a tutorial for new users of LMS models. The recommended sequence of model estimation and interpretation is demonstrated via a substantive example and a Monte Carlo simulation. Finally, extensions of this method are discussed, such as estimating quadratic effects of latent factors and interactions between latent slope and intercept factors, which hold significant potential for testing and advancing developmental theories.
Source: International Journal of Behavioral Development - Category: Child Development Authors: Tags: Methods and Measures Source Type: research