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Handbook of item response theory modeling : applications to typical performance assessment

Author: Steven Paul Reise; Dennis A Revicki
Publisher: New York : Routledge, Taylor & Francis Group, [2015]
Series: Multivariate applications book series.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
Item response theory (IRT) has moved beyond the confines of educational measurement into assessment domains such as personality, psychopathology, and patient-reported outcomes. Classic and emerging IRT methods and applications that are revolutionizing psychological measurement, particularly for health assessments used to demonstrate treatment effectiveness, are reviewed in this new volume. World renowned  Read more...
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Document Type: Book
All Authors / Contributors: Steven Paul Reise; Dennis A Revicki
ISBN: 9781848729728 1848729723 9781138787858 113878785X 131756569X 9781317565697
OCLC Number: 883648907
Description: xvi, 465 pages : illustrations ; 26 cm.
Contents: Part 1: Fundamental Issues in Item Response Theory 1. Introduction: Age-Old Problems and Modern Solutions S.P. Reise, D.A. Revicki 2. Evaluating the Impact of Multidimensionality on Unidimensional Item Response Theory Model Parameters S.P. Reise, K.F. Cook, T.M. Moore 3. Modern Approaches to Parameter Estimation in Item Response Theory L. Cai, D. Thissen 4. Estimating the Latent Density in Unidimensional IRT to Permit Nonnormality C.M. Woods 5. The Use of Nonparametric Item Response Theory to Explore Data Quality R.R. Meijer, J.N. Tendeiro, R.B. K. Wanders 6. Evaluating the Fit of IRT models A. Maydeu-Olivares 7. Assessing Person Fit in Typical-Response Measures P. J. Ferrando Part 2: Classic and Emerging IRT Modeling Approaches 8. Three (or Four) Factors, Four (or Three) Models M.C. Edwards, R. J. Wirth, C.R. Houts, A.J. Bodine 9. Using Hierarchical IRT Models to Create Unidimensional Measures from Multidimensional Data B.D. Stucky, M.O. Edelen 10. An Illustration of the Two-Tier Item Factor Analysis Model W.E. Bonifay 11. Using Projected Locally Dependent Unidimensional Models to Measure Multidimensional Response Data E.H. Ip, S. Chen 12. Multidimensional Explanatory Item Response Modeling P.D. Boeck, M. Wilson 13. Unipolar Item Response Models J.F. Lucke 14. Selecting Among Polytomous IRT Models R. Ostini, M. Finkelman, M. Nering Part 3: Using IRT Models in Applied Problems 15. Scoring and Estimating Score Precision Using Multidimensional IRT Models A. Brown, T.J. Croudace 16. Developing Item Banks for Patient-Reported Health Outcomes D.A. Revicki, W. Chen, C. Tucker 17. Using Item Response Theory to Evaluate Measurement Invariance in Health-Related Measures R.E. Millsap, H. Gunn, H.T. Everson, A. Zautra 18. Detecting Faulty Within-Item Category Functioning with the Nominal Response Model K.S. J. Preston, S.P. Reise 19. Multidimensional Test Linking J.P. Weeks 20. IRT for Growth and Change J.J. McArdle, K.T. Petway, E.S. Hishinuma 21. Summary: New IRT Problems and Future Directions S.P. Reise, D.A. Revicki
Series Title: Multivariate applications book series.
Responsibility: edited by Steven P. Reise and Dennis A. Revicki.

Abstract:

Item response theory (IRT) has moved beyond the confines of educational measurement into assessment domains such as personality, psychopathology, and patient-reported outcomes. Classic and emerging IRT methods and applications that are revolutionizing psychological measurement, particularly for health assessments used to demonstrate treatment effectiveness, are reviewed in this new volume. World renowned contributors present the latest research and methodologies about these models along with their applications and related challenges. Examples using real data, some from NIH-PROMIS, show how to.

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"The discussion of several crucial IRT concepts and method with a focus on TPAs, which offers multiple perspectives on a broad topic, would be immensely helpful to the intended audience. Most Read more...

 
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