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Manage Your Own Learning Analytics

Implement a Rasch Modelling Approach
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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.
Release date Australia
December 5th, 2021
Contributor
  • Edited by Elspeth McKay
Pages
217
Edition
1st ed. 2022
Audience
  • Professional & Vocational
Illustrations
107 Illustrations, color; 12 Illustrations, black and white; XX, 217 p. 119 illus., 107 illus. in color.
ISBN-13
9783030863159
Product ID
35208240

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