Manage Your Own Learning Analytics : Implement a Rasch Modelling Approach
Manage Your Own Learning Analytics : Implement a Rasch Modelling Approach
edited by Elspeth McKay
- 1st edition 2022
- 1 recurso en línea (XX, 217 páginas) 119 ilustraciones, 107 ilustraciones a color
- Smart Innovation Systems and Technologies 261 2190-3026 .
Privacy-Driven Learning Analytics -- Introductory Analysis of the Rasch Model -- Social Media Analytics, Learning Analytics and Healthcare Industry: Risky Drinking.
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.
9783030863166
10.1007/978-3-030-86316-6 doi
Aprendizaje--Modelos matemáticos
Psicometría
LB1060 / 2022 EB
Privacy-Driven Learning Analytics -- Introductory Analysis of the Rasch Model -- Social Media Analytics, Learning Analytics and Healthcare Industry: Risky Drinking.
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.
9783030863166
10.1007/978-3-030-86316-6 doi
Aprendizaje--Modelos matemáticos
Psicometría
LB1060 / 2022 EB