I have an experiment where I am trying to determine whether the answering behavior of participants can be explained as random answering. I.e. every participants will have to answer multiple questions with two options. The experimental hypothesis suggests a certain pattern, i.e. that participants will not just answer randomly. However I am unsure how to test for this.
The main problem is, that I have multiple answers for each participants, so I am unsure whether I should expect these answers to be independent. If I could take them to be independent, I could easily test how likely it is for the seen data or a more extreme pattern to emerge just by chance. If I have to take into account that the answers for each participants are not independent, I have no clue how to analyse this.
Is there some Analysis in SPSS which allows me to analyse this kind of data?