Introduction Factor analysis is arguably one of the most utilized multivariate techniques in the social, behavioral, and psychological sciences for uncovering hidden structures in data. At its core, factor analysis is a data reduction technqiue that aims to describe the pattern of correlations among a set of $P$ variables with a smaller set of $K$ latent variables, commonly called factors.