This course starts by introducing the principles and foundational ideas of structural equation modelling, in particular for cross-sectional data, before focusing on the use of these models to analyse panel data. Topics will include: simplex models; cross-lagged panel models, latent curve analysis, multiple group models, growth mixture models and parallel process models.