In the name of of Allah the Merciful

Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach

Elspeth McKay, 978-3-030-86316-6, 978-3-030-86315-9, B0BLV29JLZ, 3030863182, 978-3030863180, 9783030863180, B09N28F4TL, 3030863158, 978-3030863159, 9783030863159

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English | 2022 | PDF

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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.