Manage Your Own Learning Analytics, 1st ed. 2022 Implement a Rasch Modelling Approach Smart Innovation, Systems and Technologies Series, Vol. 261

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.