Cognitive Diagnostic Assessment for Education

Cognitive Diagnostic Assessment for Education PDF

Author: Jacqueline Leighton

Publisher: Cambridge University Press

Published: 2007-05-14

Total Pages: 353

ISBN-13: 1139464280

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With the current push toward educational reform, there is great potential for innovation and change, particularly in large scale testing. One area where change is possible is in cognitive diagnostic assessment. Researchers in educational measurement and cognitive psychology are finally in a position to design tests targeted specifically for providing valuable information about students' cognitive strengths and weaknesses. This self-contained volume organizes what is known about cognitive diagnostic assessment in education, including its conceptual and philosophical basis, methods, and applications. The complete list of topics includes educational demand, philosophical rationale, construct validity, cognitive methods, test construction, statistical models, and unresolved issues (e.g., how to best translate diagnostic information into teaching practices). Leighton and Gierl present a comprehensive and up-to-date examination of cognitive diagnostic assessment in education.

Cognitively Diagnostic Assessment

Cognitively Diagnostic Assessment PDF

Author: Paul D. Nichols

Publisher: Routledge

Published: 2012-12-06

Total Pages: 469

ISBN-13: 1136483799

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During the past two or three decades, research in cognitive science and psychology has yielded an improved understanding of the fundamental psychological nature of knowledge and cognitive skills that psychological testing attempts to measure. These theories have reached sufficient maturity, making it reasonable to look upon them to provide a sound theoretical foundation for assessment, particulary for the content of assessments. This fact, combined with much discontentedness over current testing practices, has inspired efforts to bring testing and cognitive theory together to create a new theoretical framework for psychological testing -- a framework developed for diagnosing learners' differences rather than for ranking learners based on their differences. This volume presents some initial accomplishments in the effort to bring testing and cognitive theory together. Contributors originate from both of the relevant research communities -- cognitive research and psychometric theory. Some represent collaborations between representatives of the two communities; others are efforts to reach out in the direction of the other community. Taking fundamentally different forms, psychometric test theory assumes that knowledge can be represented in terms of one or at most a few dimensions, whereas modern cognitive theory typically represents knowledge in networks -- either networks of conceptual relationships or the transition networks of production systems. Cognitively diagnostic assessment is a new enterprise and it is evident that many challenging problems remain to be addressed. Still, it is already possible to develop highly productive interactions between assessment and instruction in both automated tutoring systems and more conventional classrooms. The editors hope that the chapters presented here show how the reform of assessment can take a rigorous path.

Handbook of Diagnostic Classification Models

Handbook of Diagnostic Classification Models PDF

Author: Matthias von Davier

Publisher: Springer Nature

Published: 2019-10-11

Total Pages: 656

ISBN-13: 3030055841

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This handbook provides an overview of major developments around diagnostic classification models (DCMs) with regard to modeling, estimation, model checking, scoring, and applications. It brings together not only the current state of the art, but also the theoretical background and models developed for diagnostic classification. The handbook also offers applications and special topics and practical guidelines how to plan and conduct research studies with the help of DCMs. Commonly used models in educational measurement and psychometrics typically assume a single latent trait or at best a small number of latent variables that are aimed at describing individual differences in observed behavior. While this allows simple rankings of test takers along one or a few dimensions, it does not provide a detailed picture of strengths and weaknesses when assessing complex cognitive skills. DCMs, on the other hand, allow the evaluation of test taker performance relative to a potentially large number of skill domains. Most diagnostic models provide a binary mastery/non-mastery classification for each of the assumed test taker attributes representing these skill domains. Attribute profiles can be used for formative decisions as well as for summative purposes, for example in a multiple cut-off procedure that requires mastery on at least a certain subset of skills. The number of DCMs discussed in the literature and applied to a variety of assessment data has been increasing over the past decades, and their appeal to researchers and practitioners alike continues to grow. These models have been used in English language assessment, international large scale assessments, and for feedback for practice exams in preparation of college admission testing, just to name a few. Nowadays, technology-based assessments provide increasingly rich data on a multitude of skills and allow collection of data with respect to multiple types of behaviors. Diagnostic models can be understood as an ideal match for these types of data collections to provide more in-depth information about test taker skills and behavioral tendencies.

Diagnostic Assessment of Learning Disabilities in Childhood

Diagnostic Assessment of Learning Disabilities in Childhood PDF

Author: Amber E. Brueggemann Taylor

Publisher: Springer Science & Business Media

Published: 2014-02-14

Total Pages: 260

ISBN-13: 1493903357

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Diagnosing learning disabilities (LD) in children has never been an easy task. The multiple approaches in use complicate the assessment process, raising the risk of young students getting the wrong services, or none at all. It is clear that more accurate diagnosis and classification methods are needed to advance the prevention and treatment of difficulties in reading and mathematics. Diagnostic Assessment of Learning Disabilities in Childhood takes important steps to cut through the confusion. This timely resource weighs the strengths and weaknesses of commonly used assessment methods including the aptitude-achievement discrepancy, cognitive processing, RTI and low achievement approaches and introduces the author's academic impairment model as a promising alternative. A chapter on comorbid disorders in students with LD guides readers in the fine points of differential diagnosis. And to make the coverage especially practical, the book's features link the theoretical to the real-world practice of LD assessment, among them: Overviews of LD identification and definitions. Analysis of widely used diagnostic approaches with strengths and weaknesses. Examples of assessment protocols and report writing. Case examples illustrating diagnostic issues. Q&A sections with leading experts in the field. Useful summaries, appendices and resource links. Diagnostic Assessment of Learning Disabilities in Childhood is an invaluable reference for school and clinical child psychologists, special education and allied educational professionals and researchers and graduate students in school, educational and clinical child psychology who are dedicated to higher measurement standards and greater opportunities for children’s academic success.

Cognitive Assessment

Cognitive Assessment PDF

Author: Kikumi K. Tatsuoka

Publisher: Routledge

Published: 2009-05-22

Total Pages: 369

ISBN-13: 1135681325

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This book introduces a new methodology for the analysis of test results. Free from ambiguous interpretations, the results truly demonstrate an individual’s progress. The methodology is ideal for highlighting patterns derived from test scores used in evaluating progress. Dr. Tatsuoka introduces readers to the Rule Space Method (RSM), a technique that transforms unobservable knowledge and skill variables into observable and measurable attributes. RSM converts item response patterns into attribute mastery probabilities. RSM is the only up-to-date methodology that can handle large scale assessment for tests such as the SAT and PSAT. PSAT used the results from this methodology to create cognitively diagnostic scoring reports. In this capacity, RSM helps teachers understand what scores mean by helping them ascertain an individual’s cognitive strengths and weaknesses. For example, two students may have the exact same score, but for different reasons. One student might excel at processing grammatically complex texts but miss the main idea of the prose, while another excels at understanding the global message. Such knowledge helps teachers customize a student’s education to his or her cognitive abilities. RSM is also used for medical diagnoses, genetics research, and to help classify music into various states of emotions for treating mental problems. The book opens with an overview of cognitive assessment research and nonparametric and parametric person-fit statistics. The Q-matrix theory is then introduced followed by the Rule Space method. Various properties of attribute mastery probabilities are then introduced along with the reliability theory of attributes and its connection to classical and item response theory. The book concludes with a discussion of how the construct validity of a test can be clarified with the Rule Space method. Intended for researchers and graduate students in quantitative, educational, and cognitive psychology, this book also appeals to those in computer science, neuroscience, medicine, and mathematics. The book is appropriate for advanced courses on cognometrics, latent class structures, and advanced psychometrics as well as statistical pattern recognition and classification courses taught in statistics and/or math departments.

Diagnostic Measurement

Diagnostic Measurement PDF

Author: Andr? A. Rupp

Publisher: Guilford Press

Published: 2010-04-09

Total Pages: 369

ISBN-13: 1606235281

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This book provides a comprehensive introduction to the theory and practice of diagnostic classification models (DCMs), which are useful for statistically driven diagnostic decision making. DCMs can be employed in a wide range of disciplines, including educational assessment and clinical psychology. For the first time in a single volume, the authors present the key conceptual underpinnings and methodological foundations for applying these models in practice. Specifically, they discuss a unified approach to DCMs, the mathematical structure of DCMs and their relationship to other latent variable models, and the implementation and estimation of DCMs using Mplus. The book's highly accessible language, real-world applications, numerous examples, and clearly annotated equations will encourage professionals and students to explore the utility and statistical properties of DCMs in their own projects. This book will appeal to professionals in the testing industry; professors and students in educational, school, clinical, and cognitive psychology. It will also serve as a useful text in doctoral-level courses in diagnostic testing, cognitive diagnostic assessment, test validity, diagnostic assessment, advanced educational measurement, psychometrics, and item response theory

Handbook of Research on Immersive Digital Games in Educational Environments

Handbook of Research on Immersive Digital Games in Educational Environments PDF

Author: Aliane Loureiro Krassmann

Publisher: Information Science Reference

Published: 2018-06-25

Total Pages: 0

ISBN-13: 9781522557906

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"This book explores how to adopt these new methods and applications supported with information technology tools and resources successfully, focusing on the area of digital educational games and game-based learning in 3D or immersive environments. It covers the introduction of new pedagogical practices in all levels and modalities of education"--

Testcraft

Testcraft PDF

Author: Fred Davidson

Publisher: Yale University Press

Published: 2008-10-01

Total Pages: 159

ISBN-13: 0300133812

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DIVThe creation of language tests is—and should be—a craft that is accessible and doable not only by a few language test experts, but also by many others who are involved in second/foreign language education, say the authors of this clear and timely book. Fred Davidson and Brian Lynch offer language educators a how-to guide for creating tests that reliably measure exactly what they are intended to measure. Classroom teachers, language administrators, and professors of language testing courses will find in this book an easy and flexible approach to language testing as well as the tools they need to develop tests appropriate to their individual needs. Davidson and Lynch explain criterion-related language test development, a process that focuses on the early stages of test development when the criterion to be tested is defined, specifications are established, and items and tasks are written. This process helps clarify the description of what is being measured by a test and enables teachers to give input on test design in any instructional setting. Informed by extensive research in criterion-referenced measurement, this book invites all language educators to participate in the craft of test development and shows them how to go about it./div

Classroom Assessment in Mathematics

Classroom Assessment in Mathematics PDF

Author: Denisse R. Thompson

Publisher: Springer

Published: 2018-03-01

Total Pages: 246

ISBN-13: 3319737481

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This book consists of 13 papers developed by participants in the ICME 13 Topic Study Group 40 on Classroom Assessment. The individual papers discuss various aspects of classroom assessment, focusing particularly on formative assessment as assessment for learning, and are grouped into four main sections: Examples of Classroom Assessment in Action, Technology as a Tool for Classroom Assessment, Statistical Models for Formative Assessment, and Engaging Teachers in Formative Assessment. The book opens with a brief discussion of the use of formative assessment as a critical component of the teaching–learning process and concludes with an overview of lessons learned and ideas for future research. It is of interest to classroom teachers, university teacher educators, professional development providers and school supervisors.