ABSTRACT
This chapter in A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio describes the choice of how many factors to retain for interpretation. Several empirical guidelines are presented, including parallel analysis, minimal average partials (MAP), and the visual scree. However, interpretability and theoretical relevance are paramount.
