Table : TABLE 12-12. Cohen’s Conventions for Effect Sizes: R2 The following guidelines, called conventions by statisticians, are meant to help researchers decide how important an effect is. These numbers are not cutoffs; they are merely rough guidelines to help researchers interpret results.