Moreover, the new generation of statisticians such as Myers & Well (2003: 223-224) and Maxwell & Delaney (2004: 117) gives their concept of data transformation as a process that transforms data sets from non-normal distribution to normal distribution and reduces heterogeneity of variances by applying logarithms and square-roots in the calculation.