Handbook of Item Response Theory

Volume 3: Applications
1. Auflage 2018
ISBN: 978-1-4665-1433-1
Verlag: Taylor & Francis Inc

Buch, Englisch, 608 Seiten, Format (B × H): 263 mm x 213 mm, Gewicht: 1312 g

Reihe: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume 3: Applications presents applications of item response theory to practical testing problems. While item response theory may be known primarily for its advances in theoretical modeling of responses to test items, equal progress has been made in its providing innovative solutions to daily testing problems. This third volume in a three-volume set highlights the major applications.

Specifically, this volume covers applications to test item calibration, item analysis, model fit checking, test-score interpretation, optimal test design, adaptive testing, standard setting, and forensic analyses of response data. It describes advances in testing in areas such as large-scale educational assessment, psychological testing, health measurement, and measurement of change. In addition, it extensively reviews computer programs available to run any of the models and applications in Volume One and Three.

Features

- Includes contributions from internationally acclaimed experts with a history of advancing applications of item response theory

- Provides extensive cross-referencing and common notation across all chapters in this three-volume set

- Underscores the importance of treating each application in a statistically rigorous way

- Reviews major computer programs for item response theory analyses and applications.

Wim J. van der Linden is a distinguished scientist and director of research and innovation at Pacific Metrics Corporation. Dr. van der Linden is also a professor emeritus of measurement and data analysis at the University of Twente. His research interests include test theory, adaptive testing, optimal test assembly, parameter linking, test equating, and response-time modeling as well as decision theory and its applications to problems of educational decision making.

Zielgruppe

Researchers and practitioners of item response theory; graduate students taking test theory courses.

Autoren/Hrsg.

van der Linden, Wim J.

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik

Inhaltsverzeichnis

Section I Item Calibration and Analysis 1. Item-Calibration Designs 2. Parameter Linking 3. Dimensionality Analysis 4. Differential Item Functioning 5. Calibrating Technology-Enhanced Items Section II Person Fit and Scoring 6. Person Fit 7. Score Reporting and Interpretation 8. IRT Observed-Score Equating Section III Test Design 9. Optimal Test Design 10. Adaptive Testing 11. Standard Setting 12. Test Speededness and Time Limits 13. Item and Test Security Section IV Areas of Application 14. Large-Scale Group-Score Assessments 15. Psychological Testing 16. Cognitive Diagnostic Assessment 17. Health Measurement 18. Marketing Research 19. Measuring Change Using Rasch Models Section V Computer Programs 20. IRT Packages in R 21. Bayesian Inference Using Gibbs Sampling (BUGS) for IRT Models 22. BILOG-MG 23. PARSCALE 24. IRTPRO 25. Xcalibre 4 26. EQSIRT 27. ACER ConQuest 28. Mplus 29. gllamm 30. Latent GOLD 31. WinGen 32. Firestar 33. jMetrik

Über Autor(innen)

Wim J. van der Linden is a distinguished scientist and director of research and innovation at Pacific Metrics Corporation. Dr. van der Linden is also a professor emeritus of measurement and data analysis at the University of Twente. His research interests include test theory, adaptive testing, optimal test assembly, parameter linking, test equating, and response-time modeling as well as decision theory and its applications to problems of educational decision making.