In a study examining whether men and women differ in talkativeness, researchers found a very small sample difference (d = 0.06). Because this result was fairly likely to occur if there were truly no difference in the population, the researchers retained the null hypothesis and concluded there was no evidence of a sex difference in talkativeness.