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Trends of Learning Analytics in STE(A)M Education: A Review of Case Studies
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Li, Kam-Cheong; Wong, Billy Tak-Ming – Interactive Technology and Smart Education, 2020
Purpose: This paper aims to present a review of case studies on the use of learning analytics in Science, Technology, Engineering, (Arts), and Mathematics (or STE[A]M) education. It covers the features and trends of learning analytics practices as revealed in case studies. Design/methodology/approach: A total of 34 case studies published from 2013…
Descriptors: Learning Analytics, Art Education, STEM Education, Adoption (Ideas)
Trends in Learning Analytics Practices: A Review of Higher Education Institutions
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Wong, Billy Tak-Ming; Li, Kam Cheong; Choi, Samuel Ping-Man – Interactive Technology and Smart Education, 2018
Purpose: This paper aims to review and identify the major patterns and trends in learning analytics practices in higher education institutions. The review covers the characteristics of the institutions, as well as the characteristics and outcomes of the learning analytics practices. Design/methodology/approach: This research collected literature…
Descriptors: Educational Trends, Educational Practices, Educational Research, Data Collection
Assessing the Impact of Students' Activities in E-Courses on Learning Outcomes: A Data Mining Approach
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Keržic, Damijana; Aristovnik, Aleksander; Tomaževic, Nina; Umek, Lan – Interactive Technology and Smart Education, 2019
Purpose: This paper aims to study the relationship between students' activities in the e-classroom and grades for the final exam. The study was conducted at the Faculty of Administration, University of Ljubljana among first-year undergraduate students. In the e-classroom, students learn new content for individual self-study, and their knowledge is…
Descriptors: Electronic Learning, Educational Technology, Undergraduate Students, Data Collection
Mobile Learning Analytics in Higher Education: Usability Testing and Evaluation of an App Prototype
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Kuhnel, Matthias; Seiler, Luisa; Honal, Andrea; Ifenthaler, Dirk – Interactive Technology and Smart Education, 2018
Purpose: The purpose of the study was to test the usability of the MyLA app prototype by its potential users. Furthermore, the Web app will be introduced in the framework of "Mobile Learning Analytics", a cooperation project between the Cooperative State University Mannheim and University of Mannheim. The participating universities focus…
Descriptors: Electronic Learning, Higher Education, Data Collection, Usability
Serious Game Evaluation as a Meta-Game
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Hall, Lynne; Jones, Susan Jane; Aylett, Ruth; Hall, Marc; Tazzyman, Sarah; Paiva, Ana; Humphries, Lynne – Interactive Technology and Smart Education, 2013
Purpose: This paper aims to briefly outline the seamless evaluation approach and its application during an evaluation of ORIENT, a serious game aimed at young adults. Design/methodology/approach: In this paper, the authors detail a unobtrusive, embedded evaluation approach that occurs within the game context, adding value and entertainment to the…
Descriptors: Young Adults, Computer Games, Computer Software, Evaluation Methods
Using Participatory Design in the Development of a Language Learning Tool
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Zaphiris, Panayiotis; Constantinou, Penelope – Interactive Technology and Smart Education, 2007
Purpose: This paper aims to demonstrate how participatory design methodologies can be used for the design of interactive learning tools for children. Design/methodology/approach: This paper presents the methodology employed for the design of a multimedia tool for teaching Greek to young children aged 6 to 12. The preliminary data collection…
Descriptors: Electronic Learning, Instructional Design, Data Collection, Methods