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With the help of tools like Canvas New Analytics, faculty can leverage learning management system (LMS) data to hone their instructional techniques and improve their online students' experience. In this piece, we provide an introduction to learning analytics in online higher education and detail some analytics best practices.

At the end of 2019, Canvas rolled out New Analytics, a new version of their former analytics tool, Course Analytics. By Canvas' own description, New Analytics retains the core functionality of Course Analytics while offering a simplified user experience. In this post we share our recommendations for leveraging New Analytics to support students.

Online forums are valuable learning tools: they merit the time and thought it takes to create them, but they must be well-designed to be effective for instructors and students. Baker and Ahlegren (2022) note that instructors may start out with the best of intentions and a desire to achieve multiple goals, such as promoting critical thinking and fostering a community of authentic learners. However, discussion boards often become just another writing assignment, a missed opportunity to “elicit debate, inspire meaningful ideas, and fully engage . . . learner[s]” (Blakely et al., 2022, p. 3). When this happens, students can view discussions as transactional, not transformative (p. 3).

In online courses, opportunities for student engagement need to be deliberately designed (Martin & Bolliger, 2018). One common way to promote student engagement online is through discussion forums, for which there are widespread established best practices. However, the Q&A discussion forum, which is typically not graded or required, is often thrown into a course without clear intentions or structure. When purposefully designed, a Q&A forum can facilitate the crucial engagement types that are essential to building a community of inquiry in an online classroom, ultimately improving student satisfaction and learning outcomes. These engagement types are student-content, student-student, and student-instructor (Bernard et al., 2009 as cited in Martin & Bolliger, 2018). A Q&A forum should incorporate best practices around all three engagement types.