I have a number of non-significant results from a Kruskal-Wallis test and wondering the best way to report them.
My independent variable is 3 categories:
Group A: Uses product A; Group B: Uses product B; Group C: Does not use either product.
The dependent variables are ordinal/Likert agreement scale.
Would it make sense to say while no statistical difference was found between Group A, Group B, and Group C, in many cases, Group A and Group B had higher mean ranks than Group C? For example, could I say something like: "A comparison of mean rank scores demonstrates that one of the two types of product users had higher mean rank scores than non-users on the following statements (S1, S2, S3...)?