This book is about practicable learning analytics, that is able to become a successful part of practice, ultimately leading to improved learning and teaching. The aim of the book is to shift our perspective on learning analytics creation and implementation from that of âdesigning ofâ technology to that of âdesigning forâ a system of practice. That is, any successful implementation of learning analytics requires a systematic approach, which the book explains through the lens of the Information Systems Artefact, constituting of the three interdependent artefacts: âtechnicalâ, âinformationâ and âsocialâ.The contributions of this book go beyond a consideration of particular humans such as teachers and students, and their individual activities to consider the larger systems of activity of which analytics become part of. The chapters included in this book present different cases of learning analytics implementation across countries, and the related opportunities and challenges related to generalizability of the results.The book is written for designers, students and educators of learning analytics who aim to improve learning and teaching through learning analytics.
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Chapter. 1. Introducing Practicable Learning Analytics.- Chapter. 2. Embedding Learning Analytics in a University: Boardroom, Staff Room, Server Room, Classroom.- Chapter. 3. Applying and translating learning design and analytics approaches across borders.- Chapter. 4. Learning Dashboards for Academic Advising in Practice.- Chapter. 5. Students in Focus - Moving Towards Human-Centred Learning Analytics.- Chapter. 6. LALA Canvas: A model for guiding group discussions in early stages of learning analytics adoption.- Chapter. 7. How learning process data can inform regulation in collaborative learning practice.- Chapter. 8. Learning Analytics Education: A case study, review of current programs, and recommendations for instructors.- Chapter. 9. Learnersourcing Analytics.- Chapter. 10. Designing Culturally Aware Learning Analytics: A Value Sensitive Perspective.- Chapter. 11. Challenges and Recommendations on the EthicalUsage of Learning Analytics in Higher Education.
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This book is about practicable learning analytics, that is able to become a successful part of practice, ultimately leading to improved learning and teaching. The aim of the book is to shift our perspective on learning analytics creation and implementation from that of âdesigning ofâ technology to that of âdesigning forâ a system of practice. That is, any successful implementation of learning analytics requires a systematic approach, which the book explains through the lens of the Information Systems Artefact, constituting of the three interdependent artefacts: âtechnicalâ, âinformationâ and âsocialâ.The contributions of this book go beyond a consideration of particular humans such as teachers and students, and their individual activities to consider the larger systems of activity of which analytics become part of. The chapters included in this book present different cases of learning analytics implementation across countries,and the related opportunities and challenges related to generalizability of the results.The book is written for designers, students and educators of learning analytics who aim to improve learning and teaching through learning analytics.
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The book offers a unique angle to practicable learning analytics It goes beyond the focus on human-centered learning analytics only Offers a more inclusive perspective of information systems artefact to achieve the goals of learning analytics
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Produktdetaljer
ISBN
9783031276484
Publisert
2024-04-01
Utgiver
Vendor
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
AldersnivĂĽ
Research, P, 06
SprĂĽk
Product language
Engelsk
Format
Product format
Heftet