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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Manage Your Own Learning Analytics
• Subtitle: Implement a Rasch Modelling Approach
• Author: Elspeth McKay
• Language: English
• Binding: Paperback
• Number of pages: 217
• EAN: 9783030863180
• ID: 42084554
• Publisher: Springer, Berlin
• Weight: 373 g
• Dimensions: 235 × 155 × 14 mm
• Published: 2022

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