Garfield and Ben-Zvi (2007) present an enlightening, and rather depressing, summary of the literature on how students learn statistics. For example, even students who complete an introductory college statistics course with high grades retain only a “disappointing” conception of the mean, standard deviation, and Central Limit Theorem.
enlightening