Abstract: While institutions of higher education seek to improve teaching and learning, most instructors have little to no pedagogical training. Using Bloom's taxonomy, this study seeks to train novice statistics instructors to use Bloom's taxonomy, by analyzing their teaching using a video annotation tool, which enables teachers to notice contradictions between perceived and actual teaching. Initial results indicate an overuse of lower order questioning strategies among novice teachers may be overcome through collaborative and individual video analysis.