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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.
Zoom Into Online Learning
Faculty often express concern over how to maintain personal relationships with their students in an online course space; incorporating optional synchronous elements to an online course can help “put a face” to a name. Zoom, the video conferencing tool that allows you to create synchronous experiences for their students, has become ubiquitous in educational and businesses in the past two years.
Using Hotspots
A unique way to share information, images with hotspots offer online learners the opportunity to interact with course content. Learners can click or hover on particular parts of an image and receive pop-ups giving them more information. Hotspots represent information in a particular context; thus, they fulfill the multimedia principle—use words and graphics rather than words alone—and the contiguity principle—align words to corresponding graphics (Clark & Mayer, 2016).
Five Ways to Combat Linguistic Bias in the Classroom
Developments such as the evolution of World Englishes (WE) and African American scholars’ use of African American Vernacular English (AAVE) have opened an important dialogue around academic writing standards, language ownership, and linguistic justice (Canagarajah, 2006; Young, 2010). Authors like Gloria Anzaldua who mix, for example, Native Indian, Spanish, and English in texts, are engaging in the literary tradition of code meshing, which has been shown to facilitate acquisition of English when used by multicultural students in the classroom, according to research (Canagarajah, 2006). By adopting inclusive practices, course designers can combat linguistic bias and promote writing achievement for all learners. This blog contains five recommendations for reducing linguistic bias in online education.
Audio-Only Content to Support Learning
In comparison to instructional videos, the role of audio-only instructional content in online learning has received scant attention. When audio-only content is discussed, the research often centers on the use of audio feedback or student-created podcasts, rather than instructor-created instructional audio. Additionally, few studies have compared learning outcomes from recorded video lectures versus from audio alone, except within the context of specific disciplines, such as second language acquisition (Berner & Adams, 2004).
Accessible Use of Color
Some students (older learners, learners with partial sight, learners with colorblindness, and learners using monochrome or text-only displays) have difficulty perceiving color. To ensure that course content is perceivable to all learners, you should follow guidelines for color use that have been established by the World Wide Web Consortium (W3C), the organization responsible for international standards of web accessibility, including the Web Content Accessibility Guidelines (WCAG). Three essential WCAG requirements, known as success criteria, are summarized below.