Manage Your Own Learning Analytics

Implement a Rasch Modelling Approach

Buch | Hardcover

XX, 217 Seiten

2021
Springer International Publishing (Verlag)
978-3-030-86315-9 (ISBN)

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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.

Privacy-Driven Learning Analytics.- Introductory Analysis of the Rasch Model.- Social Media Analytics, Learning Analytics and Healthcare Industry: Risky Drinking.

Erscheinungsdatum	07.12.2021
Reihe/Serie	Smart Innovation, Systems and Technologies
Zusatzinfo	XX, 217 p. 119 illus., 107 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	517 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	classical test theory • Cognitive Performance Measurement • Ctt • Instructional Design • Instructional Systems Design • IRT • ISD • Item response theory • Learning Analytics • Prescriptive Instructional Systems Design • Rasch model
ISBN-10	3-030-86315-8 / 3030863158
ISBN-13	978-3-030-86315-9 / 9783030863159
Zustand	Neuware