Small sample size but large Cohens d
Hi!
If I have several parameters that show a moderate - to large effect size but a high p value.. It’s an exploratory study so it’s basically hypothesis-generating for future studies.
For example: Cohens d is 0,64 but the p-value is 0.62. Or Cohens d is 0,88 in another metric and p value is 0.3.
Sample size is n = 13.
I’m unsure how I should manage the data systematically. Would you for example just report all effect sizes over 0.5 regardless of p value? (Nothing in my trial is significant)
I hope my question makes sense. Thanks a lot.