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Manage Your Own Learning Analytics

Implement a Rasch Modelling Approach

By: Elspeth McKay (Editor)

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Hardcover | 5 December 2021

At a Glance

Hardcover
240 Pages

Dimensions(cm)
24.0 x 16.4 x 2.0

Hardcover

$249.00

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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), 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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