I have 2 groups on a working memory task task (healthy, n=25 vs experimental, n=25), The task has 3 difficulty levels (n-back task, 1-3) and here are 2 outcome measurements (RT and accuracy). What test would you recommend for SPSS?
I would start with two analyses: 1) correlate RT and Accuracy within each group, broken down by difficulty. You could then look at differences in correlations for each cell between groups. 2) I would try running two separate 2x3 ANOVAs, one for RT and one for accuracy: 2 (Group: Healthy vs. Experimental) x Difficulty (1,2,3). Followup significant differences with post-hoc tests.