the survey has 18 questions, the first 7 of those are tick-box responses related to the demographics of the respondent

the final questions are a mixture between Likert responses and ranking questions. There are also a couple of open questions “other, please state”, “is there any other information….”.

I am struggling to understand how I would analyse my survey (other than the thematic analysis of the open questions and descriptives). My tutors have suggested that other students have had interesting results using Bayesian analysis. whilst I understand the very basic principle, on the whole subjective uncertainty etc, I struggle with statistics at any level past the usual T test, ANOVA etc.

I'm wondering if anyone can give me any guidance as to where I might start?

One a similar journal does not outline how they analysed there like hurt or ranking questions other than saying they used SPSS. Another simply states that they used SPSS using chi squared test for descriptive statistics.