Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: B0BLV29JLZ
• ISBN13: 9783030863180
• Release Date: December 2022
• Publisher: Springer
• Length: 217 Pages
• Weight: 0.75 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"