ERIC Number: EJ1203464
Record Type: Journal
Publication Date: 2019-Jan
Pages: 14
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0007-1013
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Analytics for Learning Design: A Layered Framework and Tools
Hernández-Leo, Davinia; Martinez-Maldonado, Roberto; Pardo, Abelardo; Muñoz-Cristóbal, Juan A.; Rodríguez-Triana, María J.
British Journal of Educational Technology, v50 n1 p139-152 Jan 2019
The field of "learning design" studies how to support teachers in devising suitable activities for their students to learn. The field of "learning analytics" explores how data about students' interactions can be used to increase the understanding of learning experiences. Despite its clear synergy, there is only limited and fragmented work exploring the active role that data analytics can play in supporting design for learning. This paper builds on previous research to propose a framework (analytics layers for learning design) that articulates three layers of data analytics--learning analytics, design analytics and community analytics--to support informed decision-making in learning design. Additionally, a set of tools and experiences are described to illustrate how the different data analytics perspectives proposed by the framework can support learning design processes.
Descriptors: Instructional Design, Data Analysis, Guidelines, Decision Making, Learning Experience, Teaching Methods, Role
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Publication Type: Journal Articles; Reports - Descriptive
Education Level: N/A
Audience: N/A
Language: English
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