Furthermore, in the reproducibility analysis of a measurement tool, the gender interaction effect is not an issue, the most important aspect to control is the heteroscedasticity (when the difference scores demonstrate a trend towards larger values for participants at one end of the plot) of the sample (Hopkins, 2000)