Manage Your Own Learning Analytics - Implement a Rasch Modelling Approach (Hardcover, 1st ed. 2022)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Smart Innovation, Systems and Technologies, 261
Release date:	December 2021
First published:	2022
Editors:	Elspeth McKay
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	217
Edition:	1st ed. 2022
ISBN-13:	978-3-03-086315-9
Categories:	Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-086315-8
Barcode:	9783030863159

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