Abstract
We present the preliminary results from a project investigating a large statistics class designed for and taught using a flipped classroom model, with pre-recorded videos. The study, undertaken in 2021 during the Covid-19 pandemic, utilised student surveys in conjunction with metadata on their engagement with electronic resources. This preliminary investigation focuses on the quantitative aspects of the study. We aimed to identify which particular resources or activities were most beneficial to student learning. Overall, all engagement with the course, whether assessed or not assessed, contributed positively to students’ learning.