what is the difference between statistical significance and practical importance?
While statistical significance relates to whether an effect exists, practical significance refers to the magnitude of the effect. However, no statistical test can tell you whether the effect is large enough to be important in your field of study. ... An effect of 4 points or less is too small to care about.