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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.
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.
Increasing Engagement With Announcements
Announcements are an essential aspect of online course engagement. When surveyed, students rated “sending regular announcements or email reminders” as one of the most beneficial engagement tactics that an instructor can employ (Martin & Bolliger, 2018, p. 216). In Canvas learning management system (LMS), announcements have a distinct advantage over inbox messages or whole-class emails, as announcements allow students to locate important course information in one convenient location, chronologically arranged. In contrast, email or inbox messages can become much more unruly, rendering information harder to find—especially after the course ends. In addition, most students should receive an email every time an instructor posts an announcement.
Instructor Presence in Online Courses
Consistent and meaningful instructor presence is one of the most important drivers of student success and satisfaction in online courses (Roddy et al., 2017). However, establishing instructor presence online can be challenging. In fact, studies have shown that many online students feel their instructors are largely invisible (Tichavsky et al., 2015).
Branching Scenario Best Practices Guide
Designed to simulate real-world experiences, branching scenarios are powerful tools for increasing student engagement. Like a choose-your-own-adventure book, a branching scenario invites users to explore a virtual world, using knowledge and skills from their coursework and information shared within the scenario to make decisions. The decisions they make lead them down different pathways (some of which may include embedded documents and videos) towards different endings. Depending on the complexity of the branching scenarios and the choices students make, they can experience a variety of different possible outcomes within a single scenario.
Discussion Best Practices Guide
Discussions are an impactful way to build engagement and discourse in asynchronous online courses. When properly designed, discussions can encompass the three pillars of engagement: student-content, student-student, and student-instructor. Asynchronous discussions allow students time to reflect prior to participating, which can lead to deeper insights and richer discourse. Moreover, when participating in discussions, students have the opportunity to collaborate with others, participate in an online learning community, and gain insights from others’ unique experiences and perspectives (Ransdell, Borror & Su, 2018). Facilitating multiple types of engagement in an online course can improve student motivation, satisfaction, and achievement (Dailey-Hebert, 2018).
Encouraging Effective Discussions
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).
Formative Assessments
Formative assessments encompass a broad range of low-stakes activities aimed at improving student learning outcomes. In contrast to summative assessments, which are intended to measure products of student learning, formative assessments are oriented towards the learning process itself (Black & Wiliam, 1998). They can provide students with opportunities to evaluate their developing understanding of key concepts, practice new skills, and prepare for summative assessments (McLaughlin & Yan, 2017; Orange, Agak, Okelo, & Kiprotich, 2018). They can also provide instructors with valuable data on student progress (Bell & Cowie, 2001; McLaughlin & Yan, 2017). The results of formative assessments can indicate where individual students are struggling or excelling, allowing instructors to provide targeted feedback and tailor their instructional delivery accordingly.