Responsible Analytics and Data Mining in Education - Global Perspectives on Quality, Support, and Decision Making (Hardcover)

Winner of two Outstanding Book Awards from the Association of Educational Communications and Technology (Culture, Learning, & Technology and Systems Thinking & Change divisions)! Rapid advancements in our ability to collect, process, and analyze massive amounts of data along with the widespread use of online and blended learning platforms have enabled educators at all levels to gain new insights into how people learn. Responsible Analytics and Data Mining in Education addresses the thoughtful and purposeful navigation, evaluation, and implementation of these emerging forms of educational data analysis. Chapter authors from around the world explore how data analytics can be used to improve course and program quality; how the data and its interpretations may inadvertently impact students, faculty, and institutions; the quality and reliability of data, as well as the accuracy of data-based decisions; ethical implications surrounding the collection, distribution, and use of student-generated data; and more. This volume unpacks and explores this complex issue through a systematic framework whose dimensions address the issues that must be considered before implementation of a new initiative or program.

General

Imprint:	Routledge
Country of origin:	United Kingdom
Release date:	December 2018
First published:	2019
Editors:	Badrul H. Khan • Joseph Rene Corbeil • Maria Elena Corbeil
Dimensions:	229 x 152mm (L x W)
Format:	Hardcover
Pages:	292
ISBN-13:	978-1-138-30588-5
Categories:	Books > Social sciences > Education > Educational psychology Books > Social sciences > Education > Teaching of a specific subject Books > Social sciences > Education > Organization & management of education > General Books > Social sciences > Education > Higher & further education > Open learning & distance education
LSN:	1-138-30588-X
Barcode:	9781138305885

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