Manage Your Own Learning Analytics (eBook, PDF)

Implement a Rasch Modelling Approach
Redaktion: McKay, Elspeth

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 217
• Erscheinungstermin: 4. Dezember 2021
• Englisch
• ISBN-13: 9783030863166
• Artikelnr.: 63092857

Inhaltsangabe

Privacy-Driven Learning Analytics.- Introductory Analysis of the Rasch Model.- Social Media Analytics, Learning Analytics and Healthcare Industry: Risky Drinking.