Advanced Psychometric Practices to Analyze Multilevel Intensive Longitudinal Data

We provide a pedagogical outline and example of best psychometric practices when analyzing intensive longitudinal data. The outline provides general guidelines on reliability (e.g., coefficient alpha), validity (e.g., multilevel confirmatory factor analysis), and the decomposition of within- and between-person effects using singly and doubly latent mixed effects models.