Your scenario is quite interesting and clearly explained. I understand why you chose your test; however, I’m wondering whether your data come from the same participants or ...
Your scenario is quite interesting and clearly explained. I understand why you chose your test; however, I’m wondering whether your data come from the same participants or different groups. If they are the same participants measured at different times, a paired samples t-test might be more appropriate. Could you clarify this aspect?