Handbook Of Diagnostic Classification Models

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Handbook of Diagnostic Classification Models

Author : Matthias von Davier
Publisher : Springer Nature
ISBN 13 : 3030055841
Total Pages : 656 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Handbook of Diagnostic Classification Models by : Matthias von Davier

Download or read book Handbook of Diagnostic Classification Models written by Matthias von Davier and published by Springer Nature. This book was released on 2019-10-11 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

New Handbook of Mathematical Psychology: Volume 3, Perceptual and Cognitive Processes

Author : F. Gregory Ashby
Publisher : Cambridge University Press
ISBN 13 : 1108905099
Total Pages : 575 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis New Handbook of Mathematical Psychology: Volume 3, Perceptual and Cognitive Processes by : F. Gregory Ashby

Download or read book New Handbook of Mathematical Psychology: Volume 3, Perceptual and Cognitive Processes written by F. Gregory Ashby and published by Cambridge University Press. This book was released on 2023-03-31 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of mathematical psychology began in the 1950s and includes both psychological theorizing, in which mathematics plays a key role, and applied mathematics motivated by substantive problems in psychology. Central to its success was the publication of the first Handbook of Mathematical Psychology in the 1960s. The psychological sciences have since expanded to include new areas of research, and significant advances have been made both in traditional psychological domains and in the applications of the computational sciences to psychology. Upholding the rigor of the original Handbook, the New Handbook of Mathematical Psychology reflects the current state of the field by exploring the mathematical and computational foundations of new developments over the last half-century. The third volume provides up-to-date, foundational chapters on early vision, psychophysics and scaling, multisensory integration, learning and memory, cognitive control, approximate Bayesian computation, and encoding models in neuroimaging.

Diagnostic Measurement

Author : Andr? A. Rupp
Publisher : Guilford Press
ISBN 13 : 1606235281
Total Pages : 369 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Diagnostic Measurement by : Andr? A. Rupp

Download or read book Diagnostic Measurement written by Andr? A. Rupp and published by Guilford Press. This book was released on 2010-04-09 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

The Wiley Handbook of Cognition and Assessment

Author : Andre A. Rupp
Publisher : John Wiley & Sons
ISBN 13 : 1118956613
Total Pages : 648 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis The Wiley Handbook of Cognition and Assessment by : Andre A. Rupp

Download or read book The Wiley Handbook of Cognition and Assessment written by Andre A. Rupp and published by John Wiley & Sons. This book was released on 2016-11-21 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Cognitive Diagnostic Assessment for Learning

Author : Peida Zhan
Publisher : Frontiers Media SA
ISBN 13 : 288974096X
Total Pages : 239 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Cognitive Diagnostic Assessment for Learning by : Peida Zhan

Download or read book Cognitive Diagnostic Assessment for Learning written by Peida Zhan and published by Frontiers Media SA. This book was released on 2022-01-19 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt:

DC: 0-5

Author :
Publisher :
ISBN 13 : 9781938558580
Total Pages : pages
Book Rating : 4.5/5 (585 download)

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Book Synopsis DC: 0-5 by :

Download or read book DC: 0-5 written by and published by . This book was released on 2016-11-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analysis of an Intelligence Dataset

Author : Nils Myszkowski
Publisher : MDPI
ISBN 13 : 3036500405
Total Pages : 166 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Analysis of an Intelligence Dataset by : Nils Myszkowski

Download or read book Analysis of an Intelligence Dataset written by Nils Myszkowski and published by MDPI. This book was released on 2021-02-12 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue, psychometrics researchers were invited to make reanalyses or extensions of a previously published dataset from a recent paper by Myszkowski and Storme (2018). The dataset analyzed consisted of responses to a multiple-choice logical reasoning nonverbal test, comprising the last series of Raven’s (1941) Standard Progressive Matrices. Although the original paper already proposed several modeling strategies, this issue presents new or improved procedures to study the psychometrics properties of tests of this type.

Measurement Models for Psychological Attributes

Author : Klaas Sijtsma
Publisher : CRC Press
ISBN 13 : 0429527292
Total Pages : 291 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Measurement Models for Psychological Attributes by : Klaas Sijtsma

Download or read book Measurement Models for Psychological Attributes written by Klaas Sijtsma and published by CRC Press. This book was released on 2020-10-23 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the overwhelming use of tests and questionnaires, the psychometric models for constructing these instruments are often poorly understood, leading to suboptimal measurement. Measurement Models for Psychological Attributes is a comprehensive and accessible treatment of the common and the less than common measurement models for the social, behavioral, and health sciences. The monograph explains the adequate use of measurement models for test construction, points out their merits and drawbacks, and critically discusses topics that have raised and continue to raise controversy. Because introductory texts on statistics and psychometrics are sufficient to understand its content, the monograph may be used in advanced courses on applied psychometrics, and is attractive to both researchers and graduate students in psychology, education, sociology, political science, medicine and marketing, policy research, and opinion research. The monograph provides an in-depth discussion of classical test theory and factor models in Chapter 2; nonparametric and parametric item response theory in Chapter 3 and Chapter 4, respectively; latent class models and cognitive diagnosis models in Chapter 5; and discusses pairwise comparison models, proximity models, response time models, and network psychometrics in Chapter 6. The chapters start with the theory and methods of the measurement model and conclude with a real-data example illustrating the measurement model.

Innovative Psychometric Modeling and Methods

Author : Hong Jiao
Publisher : IAP
ISBN 13 : 1648022243
Total Pages : 236 pages
Book Rating : 4.6/5 (48 download)

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Book Synopsis Innovative Psychometric Modeling and Methods by : Hong Jiao

Download or read book Innovative Psychometric Modeling and Methods written by Hong Jiao and published by IAP. This book was released on 2020-09-01 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: The general theme of this book is to present innovative psychometric modeling and methods. In particular, this book includes research and successful examples of modeling techniques for new data sources from digital assessments, such as eye-tracking data, hint uses, and process data from game-based assessments. In addition, innovative psychometric modeling approaches, such as graphical models, item tree models, network analysis, and cognitive diagnostic models, are included. Chapters 1, 2, 4 and 6 are about psychometric models and methods for learning analytics. The first two chapters focus on advanced cognitive diagnostic models for tracking learning and the improvement of attribute classification accuracy. Chapter 4 demonstrates the use of network analysis for learning analytics. Chapter 6 introduces the conjunctive root causes model for the understanding of prerequisite skills in learning. Chapters 3, 5, 8, 9 are about innovative psychometric techniques to model process data. Specifically, Chapters 3 and 5 illustrate the usage of generalized linear mixed effect models and item tree models to analyze eye-tracking data. Chapter 8 discusses the modeling approach of hint uses and response accuracy in learning environment. Chapter 9 demonstrates the identification of observable outcomes in the game-based assessments. Chapters 7 and 10 introduce innovative latent variable modeling approaches, including the graphical and generalized linear model approach and the dynamic modeling approach. In summary, the book includes theoretical, methodological, and applied research and practices that serve as the foundation for future development. These chapters provide illustrations of efforts to model and analyze multiple data sources from digital assessments. When computer-based assessments are emerging and evolving, it is important that researchers can expand and improve the methods for modeling and analyzing new data sources. This book provides a useful resource to researchers who are interested in the development of psychometric methods to solve issues in this digital assessment age.

Handbook of Dual Diagnosis

Author : Johnny L. Matson
Publisher : Springer Nature
ISBN 13 : 3030468356
Total Pages : 693 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Handbook of Dual Diagnosis by : Johnny L. Matson

Download or read book Handbook of Dual Diagnosis written by Johnny L. Matson and published by Springer Nature. This book was released on 2020-07-24 with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook addresses behavior problems and mental health disorders in persons with intellectual disabilities. It provides an overview of the history of dual diagnosis and related theories, ethics, diagnostic systems, mental health disorders, and challenging behaviors. The handbook examines general clinical issues, such as the effects of cognitive performance on the choice of assessment and treatment methods, service delivery systems, education models, risk factors, functional assessment, and structured interviews. Chapters provide a much-needed reference for practitioners and practitioners in training. The applied focus of the book continues with assessment/diagnosis sections of mental health disorders, and challenging behaviors. In addition, chapters describe treatments for discrete mental health and behavior problems, such as intellectual disabilities, severe psychopathology, autism, ADHD, substance abuse, and aggression. Topics featured in this handbook include: Genetic disorders and dual diagnosis. Assessment of anxiety in persons with dual diagnosis. Aging with intellectual disabilities. Feeding problems and assessment in individuals with dual diagnosis. Pica in individuals with intellectual disability. Treatment of social skills in dual diagnosis. The Handbook of Dual Diagnosis is an essential reference for researchers, graduate students, clinicians and related therapists and professionals in clinical child and school psychology, child and adolescent psychiatry, social work, developmental psychology, behavioral therapy/rehabilitation, pediatrics, and special education.

Handbook of Research Methods in Abnormal and Clinical Psychology

Author : Dean McKay
Publisher : SAGE
ISBN 13 : 1412916305
Total Pages : 601 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Handbook of Research Methods in Abnormal and Clinical Psychology by : Dean McKay

Download or read book Handbook of Research Methods in Abnormal and Clinical Psychology written by Dean McKay and published by SAGE. This book was released on 2008 with total page 601 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Research Methods in Abnormal and Clinical Psychology presents a diverse range of areas critical to any researcher or student entering the field. It provides valuable information on the foundations of research methods, including validity in experimental design, ethics, and statistical methods. The contributors discuss design and instrumentation for methods that are particular to abnormal and clinical psychology, including behavioral assessment, psychophysiological assessment and observational methods. They also offer details on new advances in research methodology and analysis, such as meta-analysis, taxometric methods, item response theory, and approaches to determining clinical significance. In addition, this volume covers specialty topics within abnormal and clinical psychology from forensic psychology to behavior genetics to treatment outcome methods.

The Oxford Handbook of the Five Factor Model

Author : Thomas A. Widiger
Publisher : Oxford University Press
ISBN 13 : 0190679530
Total Pages : 776 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis The Oxford Handbook of the Five Factor Model by : Thomas A. Widiger

Download or read book The Oxford Handbook of the Five Factor Model written by Thomas A. Widiger and published by Oxford University Press. This book was released on 2017-03-27 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Five Factor Model, which measures individual differences on extraversion, agreeableness, conscientiousness, emotional stability, and openness to experience, is arguably the most prominent dimensional model of general personality structure. In fact, there is now a considerable body of research supporting its construct validity and practical application in clinical, health, and organizational settings. Taking this research to the forefront, The Oxford Handbook of the Five Factor Model showcases the work of expert researchers in the field as they each offer important insight and perspective on all that is known about the Five Factor Model to date. By establishing the origins, foundation, and predominance of the Five Factor Model, this Handbook will focus on such areas as construct validity, diagnosis and assessment, personality neuroscience, and how the Five Factor Model operates in business and industry, animal personality, childhood temperament, and clinical utility.

Handbook of Research on STEM Education

Author : Carla C. Johnson
Publisher : Routledge
ISBN 13 : 0429664648
Total Pages : 619 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Handbook of Research on STEM Education by : Carla C. Johnson

Download or read book Handbook of Research on STEM Education written by Carla C. Johnson and published by Routledge. This book was released on 2020-04-27 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Research on STEM Education represents a groundbreaking and comprehensive synthesis of research and presentation of policy within the realm of science, technology, engineering, and mathematics (STEM) education. What distinguishes this Handbook from others is the nature of integration of the disciplines that is the founding premise for the work – all chapters in this book speak directly to the integration of STEM, rather than discussion of research within the individual content areas. The Handbook of Research on STEM Education explores the most pressing areas of STEM within an international context. Divided into six sections, the authors cover topics including: the nature of STEM, STEM learning, STEM pedagogy, curriculum and assessment, critical issues in STEM, STEM teacher education, and STEM policy and reform. The Handbook utilizes the lens of equity and access by focusing on STEM literacy, early childhood STEM, learners with disabilities, informal STEM, socio-scientific issues, race-related factors, gender equity, cultural-relevancy, and parental involvement. Additionally, discussion of STEM education policy in a variety of countries is included, as well as a focus on engaging business/industry and teachers in advocacy for STEM education. The Handbook’s 37 chapters provide a deep and meaningful landscape of the implementation of STEM over the past two decades. As such, the findings that are presented within provide the reader with clear directions for future research into effective practice and supports for integrated STEM, which are grounded in the literature to date.

Adaptive Instructional Systems. Adaptation Strategies and Methods

Author : Robert A. Sottilare
Publisher : Springer Nature
ISBN 13 : 3030778738
Total Pages : 249 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Adaptive Instructional Systems. Adaptation Strategies and Methods by : Robert A. Sottilare

Download or read book Adaptive Instructional Systems. Adaptation Strategies and Methods written by Robert A. Sottilare and published by Springer Nature. This book was released on 2021-07-03 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 12792 and 12793 constitutes the refereed proceedings of the Third International Conference on Adaptive Instructional Systems, AIS 2021, held as part of the 23rd International Conference, HCI International 2021, which took place in July 2021. Due to COVID-19 pandemic the conference was held virtually. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. The papers of AIS 2021, Part II, focus on Learner Modelling and State Assessment in AIS.

Handbook of Childhood Psychopathology and Developmental Disabilities Assessment

Author : Johnny L. Matson
Publisher : Springer
ISBN 13 : 3319935429
Total Pages : 504 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Handbook of Childhood Psychopathology and Developmental Disabilities Assessment by : Johnny L. Matson

Download or read book Handbook of Childhood Psychopathology and Developmental Disabilities Assessment written by Johnny L. Matson and published by Springer. This book was released on 2018-09-13 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook describes evidence-based methods of assessing psychological, educational, behavioral, and developmental problems in children and adolescents. It provides state-of-the-art analyses of leading assessment tools and methods. Chapters provide an overview of childhood assessment issues, diagnostic classification systems, interviewing and report writing, traditional assessment tools and methods, such as Applied Behavioral Analysis (ABA). In addition, chapters address daily living, academic, and social skills, commonly encountered psychological conditions, and developmental disorders, reviewing definitions and etiology, history of assessment and diagnosis, possible comorbid conditions, and current measures and procedures. The handbook also covers specific childhood disorders that often present assessment challenges in children, such as posttraumatic stress disorder, mood disorders, pain, and feeding and eating disorders. Topics featured in this handbook include: Adaptive and developmental behavior scales. Diagnostic classification systems and how to apply them to childhood problems and disorders. Intelligence testing and its use in childhood psychological assessment. Assessment of Attention Deficit Hyperactivity Disorder (ADHD) in persons with developmental disabilities. Self-Injurious behavior in children. Prevalence and assessment of common sleep problems in children. The Handbook of Childhood Psychopathology and Developmental Disabilities Assessment is an essential resource for researchers, graduate students, clinicians, and related therapists and professionals in clinical child and school psychology, pediatrics, social work, developmental psychology, behavioral therapy/rehabilitation, child and adolescent psychiatry, and special education.

The Oxford Handbook of Eating Disorders

Author : W. Stewart Agras
Publisher : Oxford University Press
ISBN 13 : 0190620994
Total Pages : 561 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis The Oxford Handbook of Eating Disorders by : W. Stewart Agras

Download or read book The Oxford Handbook of Eating Disorders written by W. Stewart Agras and published by Oxford University Press. This book was released on 2018 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is currently in development, with individual articles publishing online in advance of print publication. At this time, we cannot add information about unpublished articles in this handbook, however the table of contents will continue to grow as additional articles pass through the review process and are added to the site. Please note that the online publication date for this handbook is the date that the first article in the title was published online. For more information, please read the site FAQs.

The Oxford Handbook of Depression and Comorbidity

Author : C. Steven Richards
Publisher : Oxford University Press
ISBN 13 : 0199797048
Total Pages : 600 pages
Book Rating : 4.1/5 (997 download)

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Book Synopsis The Oxford Handbook of Depression and Comorbidity by : C. Steven Richards

Download or read book The Oxford Handbook of Depression and Comorbidity written by C. Steven Richards and published by Oxford University Press. This book was released on 2014-05-21 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Depression is frequently associated with other psychiatric disorders and is often related to chronic health problems. Depressive symptoms are also common in chronically distressed close relationships and severe interpersonal difficulties in families and at work. The topic of depressive comorbidity is clearly very important, and while recent research in this area has been methodologically sophisticated, well presented, and inherently interesting, there has not been a comprehensive, academic resource that covers recent developments in this area. The Oxford Handbook of Depression and Comorbidity brings together scholarly contributions from world-class researchers to present a careful and empirically based review of depressive comorbidity. Cutting-edge chapters address theory, research, and practice, while capturing the diversity, evidence-base, and importance of depressive comorbidity. Specific topics include the comorbidity between depression and PTSD, alcohol use, and eating, anxiety, panic, bipolar, personality, and sleep disorders, as well as schizophrenia, suicide, cardiovascular disease, cancer, pain, obesity, intimate relationships, and many more. The Oxford Handbook of Depression and Comorbidity is a unique and much-needed resource that will be helpful to a broad range of researchers and practitioners including clinical and counseling psychologists, psychiatrists, marital and family therapists, social workers, and counselors working in mental-health and general health-care settings, as well as students in these areas.