Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach (Smart Innovation, Systems and Technologies, 261) - Hardcover

 
9783030863159: Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach (Smart Innovation, Systems and Technologies, 261)
Hardcover
ISBN 10: 3030863158 ISBN 13: 9783030863159
Publisher: Springer, 2021

Synopsis

This book sheds light on the practice of learning analytics, illuminating how others approach their data analysis. At the beginning of the book, a ‘prescriptive learning analytics planning model’ gives straightforward instructions for people to follow. This book is organized into ten chapters, falling into four topical sections: Managing Learning Analytics (overview, instructional systems design (ISD), instructional design, and planning data analysis); Cognitive Performance Measurement Practices (classical test theory (CTT), Rasch measurement theory (RMT), Item response theory(IRT), Rasch Modeling Tools (research design, setting methodology); and Case Studies (corporate training settings, healthcare industry, and educational courseware design). This book is an important reference for: educational research community and instructional systems designers; corporate training developers; postgraduate course developers; and doctoral students.

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From the Back Cover

This book sheds light on the practice of learning analytics, illuminating how others approach their data analysis. At the beginning of the book, a ‘prescriptive learning analytics planning model’ gives straightforward instructions for people to follow. This book is organized into ten chapters, falling into four topical sections: Managing Learning Analytics (overview, instructional systems design (ISD), instructional design, and planning data analysis); Cognitive Performance Measurement Practices (classical test theory (CTT), Rasch measurement theory (RMT), Item response theory(IRT), Rasch Modeling Tools (research design, setting methodology); and Case Studies (corporate training settings, healthcare industry, and educational courseware design). This book is an important reference for: educational research community and instructional systems designers; corporate training developers; postgraduate course developers; and doctoral students.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2021
Language
English
ISBN 10 
3030863158
ISBN 13 
9783030863159
Binding
Hardcover
Edition number
1
Number of pages
237
Editor
McKay Elspeth

Other Popular Editions of the Same Title

9783030863180: Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach (Smart Innovation, Systems and Technologies)

Featured Edition

ISBN 10:  3030863182 ISBN 13:  9783030863180
Publisher: Springer, 2022
Softcover