@article{1443103, author = {McKay, Elspeth,}, url = {http://library.usi.edu/record/1443103}, title = {Manage your own learning analytics : implement a Rasch modelling approach /}, publisher = {Springer,}, abstract = {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.}, doi = {https://doi.org/10.1007/978-3-030-86316-6}, recid = {1443103}, pages = {1 online resource}, address = {Cham, Switzerland :}, year = {2022}, }