Dear colleagues,
I am conducting a study examining the effects of sounds on face perception, using a 3 x 3 design: 3 sound conditions (sound1, sound2, silence) and 3 gaze directions (left, direct, right). I am considering two different analysis approaches and would appreciate your advice on their suitability and implications:
Option 1: Run a 3 x 3 repeated measures ANOVA This would account for both sound and gaze direction as within-subject factors.
Option 2: Run two separate ANOVAs
My question is: Can I choose freely between these analysis approaches? Additionally, what are the potential advantages and disadvantages of each option?
Thank you in advance for your insights!
Tatiana