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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.
Game-Based Learning Experiences
Game-based learning (GBL) is a learning experience, or set of learning experiences, delivered through gameplay or game-like activities with defined learning outcomes. GBL is often confused with gamification, which is the application of game elements to a non-gaming experience. GBL engages students cognitively, emotionally, behaviorally, and socioculturally (Plass et al., 2015). Many factors should be considered when designing GBL, including narrative, player positioning, and interactive design (Dickey, 2005).
Leveraging White Space
Good page design requires balance between white space, or negative space, and positive space. Positive space encompasses all aspects and types of content; on a course page, these objects might include an introductory paragraph, video thumbnail, infographic, callout box, opinion poll, or provocative quotation. Relative to these course components, white space might seem like a nice-to-have. Because it promotes clarity and reduces distortion, however, white space is just as important to instructional page design as content.
Course Facilitation Plan
Wondering how to stay on track in facilitating your online course? The Course Facilitation Plan can help! The document below has spaces for brainstorming what your approach will be to a range of actions, from welcoming students to the course to grading and consulting LMS analytics. For more help ensuring you're ready to facilitate your course, see the Course Facilitation Checklists.
Course Facilitation Checklists
Preparing to facilitate your upcoming online course? This checklist can help! With a short, specific list of actions to take just before and just after course launch, you won't have to worry that you're overlooking something important. For more help mapping out your facilitation goals, see the Course Facilitation Plan.
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.
Copyright
From time to time instructors may want to include in their courses copyrighted materials like images, print content, audio recordings, or videos. The University of Minnesota Libraries define copyright as “the area of law that deals with creation, ownership, sale, and use of creative and expressive works.”