Considering the ordinal nature of Likert scale
items, we used Wilcoxon Signed Rank Tests (i.e. nonparametric statistics) to
determine statistical significance of the SSI program on enhancing students’
communication skills by comparing the summed pre- and post-item scores
under each factor