<p>This book is a valuable read for a diverse group of researchers and practitioners who analyze assessment data and construct test instruments. It focuses on the use of classical test theory (CTT) and item response theory (IRT), which are often required in the fields of psychology (e.g. for measuri
Educational Measurement for Applied Researchers: Theory into Practice
β Scribed by Margaret Wu, Hak Ping Tam, Tsung-Hau Jen (auth.)
- Publisher
- Springer Singapore
- Year
- 2016
- Tongue
- English
- Leaves
- 312
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This book is a valuable read for a diverse group of researchers and practitioners who analyze assessment data and construct test instruments. It focuses on the use of classical test theory (CTT) and item response theory (IRT), which are often required in the fields of psychology (e.g. for measuring psychological traits), health (e.g. for measuring the severity of disorders), and education (e.g. for measuring student performance), and makes these analytical tools accessible to a broader audience.
Having taught assessment subjects to students from diverse backgrounds for a number of years, the three authors have a wealth of experience in presenting educational measurement topics, in-depth concepts and applications in an accessible format. As such, the book addresses the needs of readers who use CTT and IRT in their work but do not necessarily have an extensive mathematical background. The book also sheds light on common misconceptions in applying measurement models, and presents an integrated approach to different measurement methods, such as contrasting CTT with IRT and multidimensional IRT models with unidimensional IRT models. Wherever possible, comparisons between models are explicitly made. In addition, the book discusses concepts for test equating and differential item functioning, as well as Bayesian IRT models and plausible values using simple examples.
This book can serve as a textbook for introductory courses on educational measurement, as supplementary reading for advanced courses, or as a valuable reference guide for researchers interested in analyzing student assessment data.
β¦ Table of Contents
Front Matter....Pages i-xiv
What Is Measurement?....Pages 1-18
Construct, Framework and Test DevelopmentβFrom IRT Perspectives....Pages 19-39
Test Design....Pages 41-57
Test Administration and Data Preparation....Pages 59-72
Classical Test Theory....Pages 73-90
An Ideal Measurement....Pages 91-107
Rasch Model (The Dichotomous Case)....Pages 109-138
Residual-Based Fit Statistics....Pages 139-158
Partial Credit Model....Pages 159-185
Two-Parameter IRT Models....Pages 187-205
Differential Item Function....Pages 207-225
Equating....Pages 227-244
Facets Models....Pages 245-259
Bayesian IRT Models (MML Estimation)....Pages 261-282
Multidimensional IRT Models....Pages 283-297
Back Matter....Pages 299-306
β¦ Subjects
Statistical Theory and Methods;Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law;Assessment, Testing and Evaluation;Mathematics in the Humanities and Social Sciences;Mathematical Software
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