Abstract Replicability has become a highly discussed topic in psychological research. The debates focus mainly on significance testing and confirmatory analyses, whereas exploratory analyses such as factor analysis are more or less ignored, although hardly any comparable impact entire research areas. Determining the correct number of factors for this is probably most crucial, yet ambiguous deci...