To further test the significance of these 11 questions, analysis of variance as shown in table 2 was performed. Additionally, the Model Summary represented in table 3 shows that the 11 questions accounted for 68% of predictors of success in an online learning environment. It may also indicate that when it comes to lectures and new content, they prefer the face-to-face approach to learning.