Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach (Paperback) (ISBN-13: 9783030863180)

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.


Author: Elspeth McKay
ISBN-10: 3030863182
ISBN-13: 9783030863180
Publisher: Springer
Language: English
Published: 12/06/2022
Pages: 217
Format: Paperback
Weight: 0.75lbs
Size: 9.21h x 6.14w x 0.51d