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The Wiley Handbook of Cognition and Assessment: Frameworks, Methodologies, and Applications



The Wiley Handbook of Cognition and Assessment: Frameworks, Methodologies, and Applications

Andre A. Rupp (Editor), Jacqueline P. Leighton (Editor)

ISBN: 978-1-118-95661-8 November 2016 Wiley-Blackwell 648 Pages



This state-of-the-art resource brings together the most innovative scholars and thinkers in the field of testing to capture the changing conceptual, methodological, and applied landscape of cognitively-grounded educational assessments. 

  • Offers a methodologically-rigorous review of cognitive and learning sciences models for testing purposes, as well as the latest statistical and technological know-how for designing, scoring, and interpreting results
  • Written by an international team of contributors at the cutting-edge of cognitive psychology and educational measurement under the editorship of a research director at the Educational Testing Service and an esteemed professor of educational psychology at the University of Alberta as well as supported by an expert advisory board
  • Covers conceptual frameworks, modern methodologies, and applied topics, in a style and at a level of technical detail that will appeal to a wide range of readers from both applied and scientific backgrounds
  • Considers emerging topics in cognitively-grounded assessment, including applications of emerging socio-cognitive models, cognitive models for human and automated scoring, and various innovative virtual performance assessments

Notes on Contributors ix

Foreword xix

Acknowledgements xxi

1 Introduction to Handbook 1
André A. Rupp and Jacqueline P. Leighton

Part I Frameworks 13

2 The Role of Theories of Learning and Cognition in Assessment Design and Development 15
Paul D. Nichols, Jennifer L. Kobrin, Emily Lai, and James Koepfler

3 Principled Approaches to Assessment Design, Development, and Implementation 41
Steve Ferrara, Emily Lai, Amy Reilly, and Paul D. Nichols

4 Developing and Validating Cognitive Models in Assessment 75
Madeleine Keehner, Joanna S. Gorin, Gary Feng, and Irvin R. Katz

5 An Integrative Framework for Construct Validity 102
Susan Embretson

6 The Role of Cognitive Models in Automatic Item Generation 124
Mark J. Gierl and Hollis Lai

7 Social Models of Learning and Assessment 146
William R. Penuel and Lorrie A. Shepard

8 Socio‐emotional and Self‐management Variables in Learning and Assessment 174
Patrick C. Kyllonen

9 Understanding and Improving Accessibility for Special Populations 198
Leanne R. Ketterlin‐Geller

10 Automated Scoring with Validity in Mind 226
Isaac I. Bejar, Robert J. Mislevy, and Mo Zhang

Part II Methodologies 247

11 Explanatory Item Response Models 249
Paul De Boeck, Sun‐Joo Cho, and Mark Wilson

12 Longitudinal Models for Repeated Measures Data 267
Jeffrey R. Harring and Ari Houser

13 Diagnostic Classification Models 297
Laine Bradshaw

14 Bayesian Networks 328
José P. González‐Brenes, John T. Behrens, Robert J. Mislevy, Roy Levy,and Kristen E. DiCerbo

15 The Rule Space and Attribute Hierarchy Methods 354
Ying Cui, Mark J. Gierl, and Qi Guo

16 Educational Data Mining and Learning Analytics 379
Ryan S. Baker, Taylor Martin, and Lisa M. Rossi

Part III Applications 397

17 Large‐Scale Standards‐Based Assessments of Educational Achievement 399
Kristen Huff, Zachary Warner, and Jason Schweid

18 Educational Survey Assessments 427
Andreas Oranje, Madeleine Keehner, Hilary Persky, Gabrielle Cayton‐Hodges, and Gary Feng

19 Professional Certification and Licensure Examinations 446
Richard M. Luecht

20 The In‐Task Assessment Framework for Behavioral Data 472
Deirdre Kerr, Jessica J. Andrews, and Robert J. Mislevy

21 Digital Assessment Environments for Scientific Inquiry Practices 508
Janice D. Gobert and Michael A. Sao Pedro

22 Assessing and Supporting Hard‐to‐Measure Constructs in Video Games 535
Valerie Shute and Lubin Wang

23 Conversation‐Based Assessment 563
G. Tanner Jackson and Diego Zapata‐Rivera

24 Conclusion to Handbook 580
Jacqueline P. Leighton and André A. Rupp

Glossary 588

Index 603