I am going to be running a Multinomial Logistic Regression.

I am using a couple of questionnaires as predictors but my outcome variable is the result of repeated measures. Participants make a choice and do so across multiple rounds to either continue or do one of two things before continuing (3 options).

I am checking to see if Jamovi's Multinomial Logistic Regression is appropriate or whether I need to use a mixed-effects model here (currently unavailable in Jamovi for multinomial outcomes). I am concerned that without using a mixed-effects model this would be inappropriate since each participant has only one questionnaire result but the outcome variable is repeated over multiple rounds.