The study looked at how students' math skills and reasoning abilities affect their performance in statistics. They tested 145 Diploma Science students and found that prior math knowledge has a moderate impact on their statistics performance, while statistical reasoning has little effect. Overall, math knowledge and reasoning explained 37.2% of the variation in performance. Surprisingly, there was a moderate relationship between math knowledge and reasoning, but no correlation between performance and reasoning.