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Gupta, Anika; Garg, Deepak; Kumar, Parteek – IEEE Transactions on Learning Technologies, 2022
With the onset of online education via technology-enhanced learning platforms, large amount of educational data is being generated in the form of logs, clickstreams, performance, etc. These Virtual Learning Environments provide an opportunity to the researchers for the application of educational data mining and learning analytics, for mining the…
Descriptors: Markov Processes, Online Courses, Learning Management Systems, Learning Analytics
Zuza, Kristina; Sarriugarte, Paulo; Ametller, Jaume; Heron, Paula R. L.; Guisasola, Jenaro – Physical Review Physics Education Research, 2020
[This paper is part of the Focused Collection on Curriculum Development: Theory into Design.] We argue that teaching learning sequence (TLS) design needs to be further developed through the explicit articulation of methodology, which comprises the theoretical commitments regarding research and how those give rise to methods for design,…
Descriptors: Instructional Design, Instructional Materials, Instructional Material Evaluation, Introductory Courses
Muñoz-Campos, Verónica; Franco-Mariscal, Antonio-Joaquín; Blanco-López, Ángel – International Journal of Science Education, 2020
This study concerns a framework for designing Teaching-Learning Sequences that aims to integrate the implementation of scientific practices in the context of daily problems. Said framework consists of three stages (formulation of the design principles, instructional design and design of the learning activities). It is based on four design…
Descriptors: Instructional Design, Teaching Methods, Guidelines, Sequential Learning