Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach
Elspeth McKay
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.
Kategorien:
Jahr:
2021
Verlag:
Springer
Sprache:
english
Seiten:
237
ISBN 10:
3030863158
ISBN 13:
9783030863159
Serien:
Smart Innovation, Systems and Technologies, 261
Datei:
PDF, 6.55 MB
IPFS:
,
english, 2021