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

Format:

Book

Contributor:

McKay, Elspeth (Associate professor), editor.

Series:

Smart innovation, systems, and technologies ; 261.

Smart innovation, systems, and technologies ; 261

Language:

English

Subjects (All):

Learning--Mathematical models.

Learning.

Physical Description:

1 online resource (237 pages)

Place of Publication:

Cham, Switzerland : Springer, [2022]

Summary:

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.

Notes:

Includes bibliographical references.

Description based on print version record.

ISBN:

3-030-86316-6