Majority of our questions were in Likert scale (from 5 very frequent to 1 never), and we use a pretest-posttest methodology. To compare the pretest and the posttest, we wanted to use paired sample t-test. However, this is a parametric test wherein the data should be normally distributed.

I have also read in the work of Norman, G. (2010) that parametric statistics can still be used with Likert data even with non-normal distributions.

What would be the best option here? Should we proceed in using the paired sample t-test, or go for Wilcoxon tests since the data is not normal? Thank you for answering in advance.

Norman, G. (2010). Likert scales, levels of measurement and the “laws” of statistics. Advances in health sciences education, 15(5), 625-632.

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