Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach

McKay, Elspeth (Edited by)

ISBN 10: 3030863158 / ISBN 13: 9783030863159

Published by Springer, 2021

About this Item

237 pages. 9.25x6.10x0.83 inches. In Stock. This item is printed on demand.

Seller Inventory # __3030863158

Bibliographic Details

• Title: Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach
• Publisher: Springer
• Publication Date: 2021
• Language: English
• ISBN 10: 3030863158
• ISBN 13: 9783030863159
• Binding: Hardcover
• Condition: Brand New
• Weight: 0.53 kilograms

About this title

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.