What Matters? Grades or Effect Size in a Calculus Class?

The purpose of this paper is to explore the impact of transformations of a large data set (N>100) from non-normal to normal distributions and the impact on parametric and nonparametric analytic choices. As part of the analyses, differences in, and the consequences for, parametric and nonparametric effect size interpretations will be discussed.