Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach -
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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), inst ... Full description
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Description
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.
More Information
| Publisher | Springer Nature Switzerland |
|---|---|
| Series | Smart Innovation, Systems and Technologies |
| Release year | 2021 |
| Cover type | Hardcover |
| EAN | 9783030863159 |