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Learning Analytics in Higher Education
Current Innovations, Future Potential, and Practical Applications

English · Paperback / Softback

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Description

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Learning Analytics in Higher Education provides a foundational understanding of how learning analytics is defined, what barriers and opportunities exist, and how it can be used to improve practice, including strategic planning, course development, teaching pedagogy, and student assessment. Well-known contributors provide empirical, theoretical, and practical perspectives on the current use and future potential of learning analytics for student learning and data-driven decision-making, ways to effectively evaluate and research learning analytics, integration of learning analytics into practice, organizational barriers and opportunities for harnessing Big Data to create and support use of these tools, and ethical considerations related to privacy and consent. Designed to give readers a practical and theoretical foundation in learning analytics and how data can support student success in higher education, this book is a valuable resource for scholars and administrators.

About the author










Jaime Lester is Associate Professor of Higher Education at George Mason University, USA.
Carrie Klein is a PhD Candidate and Research and Teaching Assistant in the Higher Education Program at George Mason University, USA.
Aditya Johri is Associate Professor of Information Sciences and Technology at George Mason University, USA.
Huzefa Rangwala is Associate Professor of Computer Science at George Mason. University, USA.



Summary

Learning Analytics in Higher Education provides a foundational understanding of how learning analytics is defined, what barriers and opportunities exist, and how it can be used to improve practice, including strategic planning, course development, teaching pedagogy, and student assessment.

Product details

Assisted by Jaime Lester (Editor), Carrie Klein (Editor), Aditya (George Mason University Johri (Editor), Huzefa Rangwala (Editor), Aditya Johri (Editor), Lester Jaime (Editor), Johri Aditya (Editor), Rangwala Huzefa (Editor)
Authors Jaime (EDT)/ Klein Lester, Jaime Klein Lester
Publisher Taylor & Francis Ltd.
 
Content Book
Product form Paperback / Softback
Publication date 31.08.2018
Subject Humanities, art, music > Education > General, dictionaries
Natural sciences, medicine, IT, technology > IT, data processing > General, dictionaries
 
EAN 9781138302174
ISBN 978-1-138-30217-4
Pages 200
 
Subjects Feedback, EDUCATION / General, computer science, Informed Consent, Higher & further education, tertiary education, Information technology: general issues, Higher education, tertiary education, Open learning, home learning, distance education, GPA, Open learning, distance education, Educational Data Mining, Digital and Information technology: general topics, evidence-based teaching, Grade Point Average, Simple Consent, Data Driven Decision Making, MOOC Platform, ABET accreditation, academic performance metrics, institutional decision support, ethical learning analytics implementation, student outcome assessment, privacy in analytics, LA System, LA Research, LA Data, SLO Assessment, Decision Chain, Retention Structure, Open Educational Resource Community, Ubiquitous Learning Environments, Pilot Departments, Traditional Assessment Methods, Scholarship Assessed, LA Approach, Nonsensitive Data
 

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