Group items tagged

Learning analytics different from big data in "their concern for providing value to teachers and learners (p14)" Research challenges needing to be addressed to achieve ideal scenarios of use: - Develop expertise in the provision of formative feedback and analytics - Develop methods of presenting analytics and visualizing data that are easy to use and understand - Adopt standards for the structure and export of data - Adopt standards for the structure and export of data - Broaden the focus to include not only higher education in formal settings, but also schools, workplace learning, informal learning and lifelong learning - Identify and address the issues around ethics, privacy and ownership of data (p13-14) ABSTRACT: "Learning analytics is a significant area of technology‐enhanced learning that has emerged during the last decade. This review of the field begins with an examination of the technological, educational and political factors that have driven the development of analytics in educational settings. It goes on to chart the emergence of learning analytics, including their origins in the 20th century, the development of data-driven analytics, the rise of learning-focused perspectives and the influence of national economic concerns. It next focuses on the relationships between learning analytics, educational data mining and academic analytics. Finally, it sets out the current state of learning analytics research, and identifies a series of future challenges."

An Introduction to SLAM at U-M, September 14, 2012 by the chair of the Provost's Learning Analytics Taskforce

recommended by Maryellen Weimer in her blog http://www.facultyfocus.com/articles/teaching-professor-blog/teaching-metacognition-to-improve-student-learning/ where she includes some great questions to get students going (e.g., one minute papers or dyads in class): - How have I prepared for class today?/What's the best way for me to prepare for a class like this one? - What questions do I have - Why did I miss those exam questions/ What do I need to do to avoid missing questions like these on the next exam?

Six Core Challenges lie at the core of the innovative disruption facing higher education: University Model; Structural Model; Funding Model; Cost Model; Business Model; Success Model Seven Areas of Change - The six core challenges noted above are driven by seven areas of rapid change, primarily technological change: The Players; The College Models; The Course Models; Data and Learning Analytics; The Cost: Reduced and Free; Measuring Success; Threats to the Credential