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LMS Analytics: Supporting Your Students With Data
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.
Student-Generated Content
Student-generated content — materials and tasks created by learners for other learners — can strengthen engagement by providing students an opportunity to express creativity, practice critical thinking, and increase ownership of learning. Developing student-generated content requires learners to produce an instructional artifact, demonstrating new knowledge alongside existing understanding. Student-generated content can include a variety of formats:
Navigating Canvas New Analytics
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.
Quizzes for the Multimodal Course
From trivia games to final exams, quizzing tools have a variety of uses for learning as well as assessment. Exams and quizzes have a particularly plentiful range of possibilities in a multimodal or hybrid course, where they can be administered synchronously or asynchronously. Research suggests that the presentation of a tool influences student behavior in response to the tool. In comparing two student discussion boards, one an ungraded discussion and one a graded replacement for a final exam, Cheng et al. (2013) found that students displayed more knowledge on the graded board, but more evidence of learning on the ungraded board. The students who participated in the study were more likely to grapple with new ideas when the stakes were low, but more eager to showcase topics they were confident about when their responses would have a greater impact on their grades. When considering quizzing tools, then, we recommend allowing your course goals to guide your usage.
Increasing Engagement with Q&A Forums
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.
Five Ways to Succeed as an Online Instructor
Whether experienced or new to online teaching, following these tips on online instruction can make the process more intuitive. The online environment may seem vastly different from the classroom, but these tips will make it feel natural, allowing you to improve student experience, increase teaching efficacy, cultivate engagement, and ensure successful course management.