Practicable Learning Analytics

Beschreibung

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 “designing of” technology to that of “designing for” 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: “technical”, “information” and “social”.
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.
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 “designing of” technology to that of “designing for” 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: “technical”, “information” and “social”.
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.
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

Autor*in

Olga Viberg

Themen in »Practicable Learning Analytics«

practicable learning analytics Information systems artefact Impact, Systemic approach Implementation Scalability Human-centered learning analytics Organizational strategy Cross-border adoption Learning design Artificial intelligence Responsible learning analytics

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