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Full-Text Articles in Education
Digital Justice: An Exploratory Study Of Digital Activism Actions On Twitter, Damien Sánchez
Digital Justice: An Exploratory Study Of Digital Activism Actions On Twitter, Damien Sánchez
Journal of Educational Technology Development and Exchange (JETDE)
This paper employs learning analytics to determine the relationships between digital activism action categories. Organizing that took place on Twitter in response to the shooting death of Tony Robinson, an African American teenager, was guided by the digital activism typology developed by Penney and Dadas (2014). The results yielded a positive correlation between seeking connections with activists and providing face-to-face updates from protests, which suggests people who seek connections with activists are likely to participate in live protests. Forwarding Information and Facilitating Online Actions were found to be negatively correlated with all other study variables. These findings lead to the …
Analyzing And Comparing Online Learning Experiences Through Micro-Level Analytics, Sanghoon Park
Analyzing And Comparing Online Learning Experiences Through Micro-Level Analytics, Sanghoon Park
Journal of Educational Technology Development and Exchange (JETDE)
Learning analytics collects and uses observations of interactions, which allow course instructors to search for the underlying patterns of a student’ learning progress and to accordingly optimize the student’ learning progress at a micro-level. Understanding the online learning experience through the learning analytics approach is essential to inform future pedagogical decisions in online learning design. This paper attempts to define the concept of an online learning experience in three dimensions. In addition, the Experience Sampling Method (ESM) is suggested as a supplement to Web log analysis (WLA) to collect data on cognitive involvement and learning emotion as well as to …
Making Sense Of Video Analytics: Lessons Learned From Clickstream Interactions, Attitudes, And Learning Outcome In A Video-Assisted Course, Michail N. Giannakos, Konstantinos Chorianopoulos, Nikos Chrisochoides
Making Sense Of Video Analytics: Lessons Learned From Clickstream Interactions, Attitudes, And Learning Outcome In A Video-Assisted Course, Michail N. Giannakos, Konstantinos Chorianopoulos, Nikos Chrisochoides
Computer Science Faculty Publications
Online video lectures have been considered an instructional media for various pedagogic approaches, such as the flipped classroom and open online courses. In comparison to other instructional media, online video affords the opportunity for recording student clickstream patterns within a video lecture. Video analytics within lecture videos may provide insights into student learning performance and inform the improvement of video-assisted teaching tactics. Nevertheless, video analytics are not accessible to learning stakeholders, such as researchers and educators, mainly because online video platforms do not broadly share the interactions of the users with their systems. For this purpose, we have designed an …