Manage Your Own Learning Analytics

Name: Manage Your Own Learning Analytics
Brand: Springer Nature
SKU: 9783030863159
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Springer Nature

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9783030863159

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Product 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.

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