The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Education provides insights concerning the use of learning analytics, the role and impact of analytics on education, and how learning analytics are designed, employed, and assessed. The chapters will discuss factors affecting learning analytics such as human factors, geographical factors, technological factors, and ethical and legal factors. This book is ideal for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in the use of big data and learning analytics for improved student success and educational environments.

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Bibliographic Details

Title: Advancing the Power of Learning Analytics and Big Data in Education
Publisher: IGI Global, US
Publication Date: 2021
Language: English
ISBN 10: 1799885658
ISBN 13: 9781799885658
Binding: Paperback
Condition: New
Dimensions: 17.78 centimeters width by 1.73 centimeters height by 25.4 centimeters depth

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"This book reports on the role and impact of learning analytics training and development in education, investigating how various stakeholders are engaged in the design, deployment and assessment of successful and sustainable learning analytics"--

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