In this study, we began with a test of dimensionality by performing the principal component
analysis (PCA) of the residuals. The residuals are those parts of the data not explained by the
Rasch model. Unidimensionality could be considered if the PCA results show raw unexplained
variance by the first contrast with an eigenvalues smaller than 2.0