I hypothesised I would find a main effect of X which I did (p=0.028), however, upon using the bonferroni correction my alpha dropped to 0.0125, making this result no longer significant.
I found a partial eta-sqaured effect size of 0.194 which suggests a large effect size. I also used JASP to investigate Bayes factors and found BF10=2.165, which suggests anecdotal support for the hypothesis.
However I am now unsure how to interpret these three values in conjunction, as although the p-value is now not significant, it has a large effect size and the Bayes factor provides some support.
Any help would be greatly appreciated!