Manage Your Own Learning Analytics: Implement a Rasch Modelling Approach: Smart Innovation, Systems and Technologies, cartea 261
Editat de Elspeth McKayen Limba Engleză Hardback – 5 dec 2021
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Specificații
ISBN-13: 9783030863159
ISBN-10: 3030863158
Pagini: 217
Ilustrații: XX, 217 p. 119 illus., 107 illus. in color.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.51 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Smart Innovation, Systems and Technologies
Locul publicării:Cham, Switzerland
ISBN-10: 3030863158
Pagini: 217
Ilustrații: XX, 217 p. 119 illus., 107 illus. in color.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.51 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Smart Innovation, Systems and Technologies
Locul publicării:Cham, Switzerland
Cuprins
Privacy-Driven Learning Analytics.- Introductory Analysis of the Rasch Model.- Social Media Analytics, Learning Analytics and Healthcare Industry: Risky Drinking.
Textul de pe ultima copertă
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.
Caracteristici
Presents a prescriptive learning analytics planning model to guide the novice instructional systems designer Equips the readers with the information they need to carry out their own learning analytics, including: careful preparation of their testing instruments; developing an understanding of the importance of validating the measurement tools: recognizing a poorly designed instrument; and how to interpret the output files Demonstrates the Implementation of a Rasch Modelling Approach