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Tempelaar, Dirk T.; Rienties, Bart; Nguyen, Quan – IEEE Transactions on Learning Technologies, 2017
Studies in the field of learning analytics (LA) have shown students' demographics and learning management system (LMS) data to be effective identifiers of "at risk" performance. However, insights generated by these predictive models may not be suitable for pedagogically informed interventions due to the inability to explain why students…
Descriptors: Student Behavior, Integrated Learning Systems, Personality, Educational Research
Learner Performance in Multimedia Learning Arrangements: An Analysis across Instructional Approaches
Eysink, Tessa H. S.; de Jong, Ton; Berthold, Kirsten; Kolloffel, Bas; Opfermann, Maria; Wouters, Pieter – American Educational Research Journal, 2009
In this study, the authors compared four multimedia learning arrangements differing in instructional approach on effectiveness and efficiency for learning: (a) hypermedia learning, (b) observational learning, (c) self-explanation-based learning, and (d) inquiry learning. The approaches all advocate learners' active attitude toward the learning…
Descriptors: Instructional Design, Observational Learning, Learning Processes, Teaching Methods
Plomp, Tjeerd, Ed.; And Others – 1996
This is the final report of the Committee on MultiMedia in Teacher Training (COMMITT), which offers a strategic framework to support efforts of teacher training institutes in the Netherlands to develop their own plans for enhancing the teaching and learning process as well as its outcomes through the application of Information and Communication…
Descriptors: Computer Mediated Communication, Computer Uses in Education, Educational Development, Educational Technology
Finke, Wolfgang F. – 2000
This book examines lifelong learning in the Information Age and the role of higher education (HE) in providing the educational services needed by lifelong learners. The following are among the topics discussed in the book's eight chapters: (1) changes in HE (repercussions of globalization in the educational sector; competition in higher learning;…
Descriptors: Adult Learning, Behavioral Objectives, Case Studies, Competence