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287 participants are asked to rate a piece of music. Each participant rated 4 pieces of music on four categories using a four-point Likert scale This resulted in each participant giving 16 answers

I want to compare the four categories based on which score highest, which lowest, etc.

Additionally, I want to compare male participants' answers to females' There are n = 121 male participants and n = 166 female participants.

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  • $\begingroup$ Please indicate your four points and score for each category /point of your Likert scale. $\endgroup$
    – user10619
    Commented Feb 28, 2018 at 8:58

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It looks like you need a) A multilevel model to deal with the repeated measures and b) Ordinal logistic regression to deal with ordinal data. So, I'd suggest a nonlinear multilevel model.

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