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Conducting A Formative Evaluation On A Course-Level Learning Analytics Implementation Through The Lens Of Self-Regulated Learning And Higher-Order Thinking, Pauline S. Muljana, Tian Luo, Greg Placencia
Conducting A Formative Evaluation On A Course-Level Learning Analytics Implementation Through The Lens Of Self-Regulated Learning And Higher-Order Thinking, Pauline S. Muljana, Tian Luo, Greg Placencia
STEMPS Faculty Publications
Self-regulated learning (SRL) and higher-order thinking skills (HOTS) are associated with academic achievement, but fostering these skills is not easy. Scholars have suggested an alternative way to scaffold these important skills through learning analytics (LA). This paper presents a formative evaluation of a course-level LA implementation through the lens of self-regulated learning (SRL) and higher-order thinking skills (HOTS). We explored the changes in students’ SRL, HOTS, and perceptions at the end of the course term. Results indicate an increase in some elements of SRL and HOTS, and positive student perceptions. Discussion on implications and opportunities for informing future teaching strategies …
Past Precedent Reconciling Established Multimedia Principles In 3d Virtual Learning Environments, Kristin Herman, Jim S. Shifflett, Courtney W. Schoolmaster, Charles Thull, Noah Glaser
Past Precedent Reconciling Established Multimedia Principles In 3d Virtual Learning Environments, Kristin Herman, Jim S. Shifflett, Courtney W. Schoolmaster, Charles Thull, Noah Glaser
STEMPS Faculty Publications
This design case documents the inception, development, and installation of a virtual exhibit on ethical use of learning analytics (LA) for the Museum of Instructional Design (MID), hosted in Mozilla Hubs. Tension emerged as the design team attempted to negotiate established principles of multimedia design theory (see Mayer, 2014; Mayer & Fiorella, 2021; Richardson, 2014) within an emerging learning environment. A rapid prototyping model, combined with elements of critical museology and dialectics, allowed for ongoing formative evaluation of design fidelity. Exhibit artifacts consisted of scenarios illustrating the ethical ambiguities of LA; a data justice timeline pairing recent peer-reviewed articles on …