Assessing Model-Based Reasoning using Evidence- Centered Design

A Suite of Research-Based Design Patterns

Nonfiction, Social & Cultural Studies, Social Science, Statistics, Reference & Language, Education & Teaching, Educational Theory, Evaluation
Cover of the book Assessing Model-Based Reasoning using Evidence- Centered Design by Robert J Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker, Springer International Publishing
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Author: Robert J Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker ISBN: 9783319522463
Publisher: Springer International Publishing Publication: July 25, 2017
Imprint: Springer Language: English
Author: Robert J Mislevy, Geneva Haertel, Michelle Riconscente, Daisy Wise Rutstein, Cindy Ziker
ISBN: 9783319522463
Publisher: Springer International Publishing
Publication: July 25, 2017
Imprint: Springer
Language: English

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.

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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.

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