Adoption of Data Analytics in Higher Education Learning and Teaching

Adoption of Data Analytics in Higher Education Learning and Teaching
Author :
Publisher : Springer Nature
Total Pages : 464
Release :
ISBN-10 : 9783030473921
ISBN-13 : 3030473929
Rating : 4/5 (929 Downloads)

Book Synopsis Adoption of Data Analytics in Higher Education Learning and Teaching by : Dirk Ifenthaler

Download or read book Adoption of Data Analytics in Higher Education Learning and Teaching written by Dirk Ifenthaler and published by Springer Nature. This book was released on 2020-08-10 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book aims to advance global knowledge and practice in applying data science to transform higher education learning and teaching to improve personalization, access and effectiveness of education for all. Currently, higher education institutions and involved stakeholders can derive multiple benefits from educational data mining and learning analytics by using different data analytics strategies to produce summative, real-time, and predictive or prescriptive insights and recommendations. Educational data mining refers to the process of extracting useful information out of a large collection of complex educational datasets while learning analytics emphasizes insights and responses to real-time learning processes based on educational information from digital learning environments, administrative systems, and social platforms. This volume provides insight into the emerging paradigms, frameworks, methods and processes of managing change to better facilitate organizational transformation toward implementation of educational data mining and learning analytics. It features current research exploring the (a) theoretical foundation and empirical evidence of the adoption of learning analytics, (b) technological infrastructure and staff capabilities required, as well as (c) case studies that describe current practices and experiences in the use of data analytics in higher education.


Adoption of Data Analytics in Higher Education Learning and Teaching Related Books

Adoption of Data Analytics in Higher Education Learning and Teaching
Language: en
Pages: 464
Authors: Dirk Ifenthaler
Categories: Education
Type: BOOK - Published: 2020-08-10 - Publisher: Springer Nature

DOWNLOAD EBOOK

The book aims to advance global knowledge and practice in applying data science to transform higher education learning and teaching to improve personalization,
Adoption of Data Analytics in Higher Education Learning and Teching
Language: en
Pages: 0
Authors: Dirk Ifenthaler
Categories: Educational technology
Type: BOOK - Published: 2020 - Publisher:

DOWNLOAD EBOOK

The book aims to advance global knowledge and practice in applying data science to transform higher education learning and teaching to improve personalization,
Big Data and Learning Analytics in Higher Education
Language: en
Pages: 272
Authors: Ben Kei Daniel
Categories: Education
Type: BOOK - Published: 2018-04-21 - Publisher: Springer

DOWNLOAD EBOOK

​This book focuses on the uses of big data in the context of higher education. The book describes a wide range of administrative and operational data gatherin
Learning Analytics in Higher Education
Language: en
Pages: 155
Authors: Jaime Lester
Categories: Education
Type: BOOK - Published: 2017-12-21 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Learning analytics (or educational big data) tools are increasingly being deployed on campuses to improve student performance, retention and completion, especia
How Colleges Use Data
Language: en
Pages: 233
Authors: Jonathan S. Gagliardi
Categories: Education
Type: BOOK - Published: 2022-12-20 - Publisher: JHU Press

DOWNLOAD EBOOK

What does a culture of evidence really look like in higher education? The use of big data and the rapid acceleration of storage and analytics tools have led to