Drawing Lines in Psychological Space: What K-means Clustering Reveals in Simulated and Real Psychometric Data

Pedro Henrique Ramos Pinto, Maria Jullyanna Ferreira Marques, Luiz Carlos Serramo Lopez

K-means clustering is widely used in psychological and psychometric research to identify profiles, subgroups, and potential typologies, yet its classical formulation does not test…