Key points are not available for this paper at this time.
Joan Garfield, Andrew Ahlgren, Difficulties in Learning Basic Concepts in Probability and Statistics: Implications for Research, Journal for Research in Mathematics Education, Vol. 19, No. 1 (Jan., 1988), pp. 44-63
Garfield et al. (Fri,) studied this question.