I have a small dataset of 134 observations. The dataset consists of answers to a questionnaire. All the variables are measured in likertLikert-scale, ranging from 1 to 5 (strongly agree).
I want to perform a hierarchical cluster analysis on the variables but I am unsure about which linkage method and distance measure to use.
I have initially tried running WardsWard's linkage with squared Euclidean distance measure but I am getting conflicting answers online reading some of the posts and comments on different statistics forums. I know that Ward may not be the most appropriate linkage to use with ordinal likertLikert scale data like mine, but when I run the analysis with WardsWard's and squared euclideanEuclidean I get clusters that conceptually make a lot of sense and are well seperatedseparated from each other.
So my question is whether or not I can actually do this approach with me data or whether I should use some different measure? Thanks!questions:
Should I use this approach with my data?
Should I use some different measure?