I asked two groups of individuals (80 males and 10 females) fill out a questionnaire asking them their attitude towards a series of political variables. Every individual had to answered a set of 16 statements and tell me whether they agreed or disagreed with the statement presented to them (yes/no answers).
I would like to know whether there is an association between the two groups considering all of the variables at once.
- Could I test this by doing a single 2 x 16 $\chi^2$ test of association?
- Are there any other tests that I should be thinking of?