I have an experimental (EG, N = 50) and a control group (CG, N = 210) which have to report ratings of an object at five different time points (t1-t5).
I have a direct hypothesis, that both groups will report increasing scores throughout time points and that the EG will have a higher increase in scores throughout the time points than the CG.
Intuitively I ran two separate one-way repeated ANOVAS for each group to see if ratings did differ at different time points within each group and then compared average ratings between groups at each time point with a t-test. Is this process correct or do I have to use a two-factor mixed ANOVA (2x5)? I am unsure what to do, as I have read in some discussions here, that mixed ANOVA should not be used with direct hypotheses. What do you suggest?
And I came across the option of planned contrast, but I am not sure if this would be the answer to my question. Should I conduct a Two-Factor mixed ANOVA with planned contrasts or is the analysis as i ran it okay?
Thanks for your help and have a nice weekend!