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Manage your own learning analytics : implement a Rasch modelling approach / Elspeth McKay, editor.

9783030863166 (electronic bk.)
3030863166 (electronic bk.)
3030863158
9783030863159

Cham, Switzerland : Springer, [2022]

English

1 online resource

10.1007/978-3-030-86316-6 doi

LB1060

370.15/23

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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Online resource; title from PDF title page (SpringerLink, viewed December 14, 2021).

Smart innovation, systems, and technologies ; 261. 2190-3026

Print version: 9783030863159

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