correlation-based effect size

• how can a correlation coefficient of .40 be a "medium" effect size when r2 shows that the variables only have 16% common variance? Seems like the 16% suggests a small effect size. Jim
• (correlation coefficient)$^2$ = r$^2$. – user158565 Feb 14 '19 at 18:20