Effect size

library(effectsize) # in R

Cohen's D

$R^2$

Cohen’s D, phi, Cramer’s V, R- squared, eta-squared, omega-squared.

-> YOU should REPORT EFFECT SIZES – but only when there is a significant difference between groups or significant correlation