
Manage Your Own Learning Analytics
Implement a Rasch Modelling Approach
Elspeth McKay(Editor)
Springer (Publisher)
Published on 6. December 2022
Book
Paperback/Softback
XX, 217 pages
978-3-030-86318-0 (ISBN)
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.
More details
Series
Edition
2022 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
107 farbige Abbildungen, 12 s/w Abbildungen
XX, 217 p. 119 illus., 107 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 14 mm
Weight
371 gr
ISBN-13
978-3-030-86318-0 (9783030863180)
DOI
10.1007/978-3-030-86316-6
Schweitzer Classification
Other editions
Additional editions

Book
12/2021
Springer
€181.89
Shipment within 7-9 days
Content
Privacy-Driven Learning Analytics.- Introductory Analysis of the Rasch Model.- Social Media Analytics, Learning Analytics and Healthcare Industry: Risky Drinking.