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  • © 2017

Assessing Model-Based Reasoning using Evidence- Centered Design

A Suite of Research-Based Design Patterns

  • Helps integrate standards, instruction, formative assessment, and accountability measures
  • Builds on principles of evidence-centered assessment design
  • Provides links to interactive, online versions of design patterns
  • Includes supplementary material: sn.pub/extras

Part of the book series: SpringerBriefs in Statistics (BRIEFSSTATIST)

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xvii
  2. Introduction

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 1-8
  3. Model-Based Reasoning

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 9-18
  4. Evidence-Centered Assessment Design

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 19-24
  5. Design Patterns for Model-Based Reasoning

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 25-29
  6. Model Formation

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 31-48
  7. Model Use

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 49-57
  8. Model Elaboration

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 59-64
  9. Model Articulation

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 65-70
  10. Model Evaluation

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 71-79
  11. Model Revision

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 81-87
  12. Model-Based Inquiry

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 89-97
  13. Conclusion

    • Robert J. Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
    Pages 99-103
  14. Back Matter

    Pages 105-130

About this book

This Springer Brief provides theory, practical guidance, and support tools to help designers create complex, valid assessment tasks for hard-to-measure, yet crucial, science education standards. Understanding, exploring, and interacting with the world through models characterizes science in all its branches and at all levels of education. Model-based reasoning is central to science education and thus science assessment. Current interest in developing and using models has increased with the release of the Next Generation Science Standards, which identified this as one of the eight practices of science and engineering. However, the interactive, complex, and often technology-based tasks that are needed to assess model-based reasoning in its fullest forms are difficult to develop.  

Building on research in assessment, science education, and learning science, this Brief describes a suite of design patterns that can help assessment designers, researchers, and teachers create tasks for assessing aspects of model-based reasoning: Model Formation, Model Use, Model Elaboration, Model Articulation, Model Evaluation, Model Revision, and Model-Based Inquiry. Each design pattern lays out considerations concerning targeted knowledge and ways of capturing and evaluating students’ work. These design patterns are available at http://design-drk.padi.sri.com/padi/do/NodeAction?state=listNodes&NODE_TYPE=PARADIGM_TYPE. The ideas are illustrated with examples from existing assessments and the research literature.


Authors and Affiliations

  • Educational Testing Service, Princeton, USA

    Robert J Mislevy

  • SRI International, Menlo Park, USA

    Geneva Haertel, Daisy Wise Rutstein, Cindy Ziker

  • Designs for Learning, Inc., San Francisco, USA

    Michelle Riconscente

About the authors

Robert J. Mislevy, PhD, is Frederic M. Lord Chair in Measurement and Statistics at the Educational Testing Service in Princeton, New Jersey, and Professor Emeritus at the University of Maryland.

Geneva D. Haertel, PhD, is Director of Assessment Research and Design at the Center for Technology in Learning, SRI International.


Michelle M. Riconscente, PhD, is Director of Learning and Assessment at GlassLab in California.


Daisy Wise Rutstein, PhD, is Education Researcher in the Education Division at SRI International.


Cindy S. Ziker, PhD, MPH, is Senior Researcher for Assessment in the Education Division of the Center for Technology and Learning at SRI International.




Bibliographic Information

Buy it now

Buying options

eBook USD 54.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 69.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access