Introduction To Psychometric Theory

Author : Tenko Raykov,George A. Marcoulides
Publisher : Routledge
Page : 352 pages
File Size : 53,5 Mb
Release : 2011-01-07
Category : Psychology
ISBN : 9781136900020

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Introduction to Psychometric Theory by Tenko Raykov,George A. Marcoulides Pdf

This new text provides a state-of the-art introduction to educational and psychological testing and measurement theory that reflects many intellectual developments of the past two decades. The book introduces psychometric theory using a latent variable modeling (LVM) framework and emphasizes interval estimation throughout, so as to better prepare readers for studying more advanced topics later in their careers. Featuring numerous examples, it presents an applied approach to conducting testing and measurement in the behavioral, social, and educational sciences. Readers will find numerous tips on how to use test theory in today’s actual testing situations. To reflect the growing use of statistical software in psychometrics, the authors introduce the use of Mplus after the first few chapters. IBM SPSS, SAS, and R are also featured in several chapters. Software codes and associated outputs are reviewed throughout to enhance comprehension. Essentially all of the data used in the book are available on the website. In addition instructors will find helpful PowerPoint lecture slides and questions and problems for each chapter. The authors rely on LVM when discussing fundamental concepts such as exploratory and confirmatory factor analysis, test theory, generalizability theory, reliability and validity, interval estimation, nonlinear factor analysis, generalized linear modeling, and item response theory. The varied applications make this book a valuable tool for those in the behavioral, social, educational, and biomedical disciplines, as well as in business, economics, and marketing. A brief introduction to R is also provided. Intended as a text for advanced undergraduate and/or graduate courses in psychometrics, testing and measurement, measurement theory, psychological testing, and/or educational and/or psychological measurement taught in departments of psychology, education, human development, epidemiology, business, and marketing, it will also appeal to researchers in these disciplines. Prerequisites include an introduction to statistics with exposure to regression analysis and ANOVA. Familiarity with SPSS, SAS, STATA, or R is also beneficial. As a whole, the book provides an invaluable introduction to measurement and test theory to those with limited or no familiarity with the mathematical and statistical procedures involved in measurement and testing.

Author : Tenko Raykov,George A. Marcoulides
Publisher : Routledge
Page : 348 pages
File Size : 54,8 Mb
Release : 2011-01-07
Category : Business & Economics
ISBN : 9781136900037

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Introduction to Psychometric Theory by Tenko Raykov,George A. Marcoulides Pdf

This new text provides a state-of the-art introduction to educational and psychological testing and measurement theory that reflects many intellectual developments of the past two decades. The book introduces psychometric theory using a latent variable modeling (LVM) framework and emphasizes interval estimation throughout, so as to better prepare readers for studying more advanced topics later in their careers. Featuring numerous examples, it presents an applied approach to conducting testing and measurement in the behavioral, social, and educational sciences. Readers will find numerous tips on how to use test theory in today’s actual testing situations. To reflect the growing use of statistical software in psychometrics, the authors introduce the use of Mplus after the first few chapters. IBM SPSS, SAS, and R are also featured in several chapters. Software codes and associated outputs are reviewed throughout to enhance comprehension. Essentially all of the data used in the book are available on the website. In addition instructors will find helpful PowerPoint lecture slides and questions and problems for each chapter. The authors rely on LVM when discussing fundamental concepts such as exploratory and confirmatory factor analysis, test theory, generalizability theory, reliability and validity, interval estimation, nonlinear factor analysis, generalized linear modeling, and item response theory. The varied applications make this book a valuable tool for those in the behavioral, social, educational, and biomedical disciplines, as well as in business, economics, and marketing. A brief introduction to R is also provided. Intended as a text for advanced undergraduate and/or graduate courses in psychometrics, testing and measurement, measurement theory, psychological testing, and/or educational and/or psychological measurement taught in departments of psychology, education, human development, epidemiology, business, and marketing, it will also appeal to researchers in these disciplines. Prerequisites include an introduction to statistics with exposure to regression analysis and ANOVA. Familiarity with SPSS, SAS, STATA, or R is also beneficial. As a whole, the book provides an invaluable introduction to measurement and test theory to those with limited or no familiarity with the mathematical and statistical procedures involved in measurement and testing.

Author : R. Michael Furr
Publisher : SAGE Publications
Page : 419 pages
File Size : 44,9 Mb
Release : 2017-11-17
Category : Psychology
ISBN : 9781544304946

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Psychometrics by R. Michael Furr Pdf

Using a meaning-based approach that emphasizes the "why" over the "how to," Psychometrics: An Introduction provides thorough coverage of fundamental issues in psychological measurement. Author R. Michael Furr discusses traditional psychometric perspectives and issues including reliability, validity, dimensionality, test bias, and response bias as well as advanced procedures and perspectives including item response theory and generalizability theory. The substantially updated Third Edition includes broader and more in-depth coverage with new references, a glossary summarizing over 200 key terms, and expanded suggested readings consisting of highly relevant papers to enhance the book’s overall accessibility, scope, and usability for both instructors and students. Online Resources Free PowerPoint® slides for instructors are available with this text. Contact your rep to learn more.

Author : Jum C. Nunnally,Ira H. Bernstein
Publisher : McGraw-Hill Humanities/Social Sciences/Languages
Page : 786 pages
File Size : 54,6 Mb
Release : 1994
Category : Medical
ISBN : UOM:39015037414821

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Psychometric Theory by Jum C. Nunnally,Ira H. Bernstein Pdf

The classic text is Psychometric Theory. Like the previous edition, this text is designed as a comprehensive text in measurement for researchers and for use in graduate courses in psychology, education and areas of business such as management and marketing. It is intended to consider the broad measurement problems that arise in these areas and is written for a reader who needs only a basic background in statistics to comprehend the material. It also combines classical procedures that explain variance with modern inferential procedures.

Author : Keith Coaley
Publisher : SAGE
Page : 839 pages
File Size : 53,6 Mb
Release : 2014-03-14
Category : Psychology
ISBN : 9781473904309

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An Introduction to Psychological Assessment and Psychometrics by Keith Coaley Pdf

In An Introduction to Psychological Assessment and Psychometrics, Keith Coaley outlines the key ingredients of psychological assessment, providing case studies to illustrate their application, making it an ideal textbook for courses on psychometrics or psychological assessment. New to the Second Edition: Includes occupational and educational settings Covers ethical and professional issues with a strong practical focus Case study material related to work selection settings End of chapter self-assessments to facilitate students’ progress Compliant with the latest BPS Certificate of Testing curriculum

Author : Larry R. Price
Publisher : Guilford Publications
Page : 569 pages
File Size : 40,8 Mb
Release : 2016-12-12
Category : Social Science
ISBN : 9781462524778

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Psychometric Methods by Larry R. Price Pdf

Grounded in current knowledge and professional practice, this book provides up-to-date coverage of psychometric theory, methods, and interpretation of results. Essential topics include measurement and statistical concepts, scaling models, test design and development, reliability, validity, factor analysis, item response theory, and generalizability theory. Also addressed are norming and test equating, topics not typically covered in traditional psychometrics texts. Examples drawn from a dataset on intelligence testing are used throughout the book, elucidating the assumptions underlying particular methods and providing SPSS (or alternative) syntax for conducting analyses. The companion website presents datasets for all examples as well as PowerPoint slides of figures and key concepts. Pedagogical features include equation boxes with explanations of statistical notation, and end-of-chapter glossaries. The Appendix offers extensions of the topical chapters with example source code from SAS, SPSS, IRTPRO, BILOG-MG, PARSCALE, TESTFACT, and DIMTEST.

Author : Adela-Maria Isvoranu,Sacha Epskamp,Lourens Waldorp,Denny Borsboom
Publisher : Taylor & Francis
Page : 261 pages
File Size : 49,7 Mb
Release : 2022-04-28
Category : Psychology
ISBN : 9781000541076

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Network Psychometrics with R by Adela-Maria Isvoranu,Sacha Epskamp,Lourens Waldorp,Denny Borsboom Pdf

A systematic, innovative introduction to the field of network analysis, Network Psychometrics with R: A Guide for Behavioral and Social Scientists provides a comprehensive overview of and guide to both the theoretical foundations of network psychometrics as well as modelling techniques developed from this perspective. Written by pioneers in the field, this textbook showcases cutting-edge methods in an easily accessible format, accompanied by problem sets and code. After working through this book, readers will be able to understand the theoretical foundations behind network modelling, infer network topology, and estimate network parameters from different sources of data. This book features an introduction on the statistical programming language R that guides readers on how to analyse network structures and their stability using R. While Network Psychometrics with R is written in the context of social and behavioral science, the methods introduced in this book are widely applicable to data sets from related fields of study. Additionally, while the text is written in a non-technical manner, technical content is highlighted in textboxes for the interested reader. Network Psychometrics with R is ideal for instructors and students of undergraduate and graduate level courses and workshops in the field of network psychometrics as well as established researchers looking to master new methods. This book is accompanied by a companion website with resources for both students and lecturers.

Author : G. J. Mellenbergh
Publisher : Eleven International Publishing
Page : 0 pages
File Size : 52,9 Mb
Release : 2011
Category : Educational tests and measurements
ISBN : 9490947296

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A Conceptual Introduction to Psychometrics by G. J. Mellenbergh Pdf

Psychometrics is the field of study concerned with the theory and technique of educational measurement and psychological measurement, which includes the measurement of knowledge, abilities, attitudes, and personality traits. The field is primarily concerned with the construction and validation of measurement instruments, such as questionnaires, tests, and personality assessments. Since the founding of modern psychometrics, both the theory and practice have progressed vigorously. Tests are continuously developed, classical theories are extended and subsumed under modern theories, and new applications are designed. Unfortunately, test construction and test theory have developed separately. Test constructors are often badly informed about modern theories, and test theorists are badly informed about test construction. This book bridges the gap between theory and practice by discussing both test construction and test theory in psychometrics.

Author : R. Michael Furr,Verne R. Bacharach
Publisher : SAGE
Page : 369 pages
File Size : 46,6 Mb
Release : 2008
Category : Psychology
ISBN : 9781412927604

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Psychometrics by R. Michael Furr,Verne R. Bacharach Pdf

Focusing on the conceptual understanding of psychometric issues such as validity and reliability this textbook introduces psychometric principles at a level that goes into more detail than introductory undergraduate texts, yet also more intuitive than more technical publications intended for postgraduate level. By emphasizing conceptual development and practical significance over mathematical proofs, this book assists students in appreciating how measurement problems can be addressed and why it is important to address them.

Author : Patrick Mair
Publisher : Springer
Page : 458 pages
File Size : 43,6 Mb
Release : 2018-09-20
Category : Social Science
ISBN : 9783319931777

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Modern Psychometrics with R by Patrick Mair Pdf

This textbook describes the broadening methodology spectrum of psychological measurement in order to meet the statistical needs of a modern psychologist. The way statistics is used, and maybe even perceived, in psychology has drastically changed over the last few years; computationally as well as methodologically. R has taken the field of psychology by storm, to the point that it can now safely be considered the lingua franca for statistical data analysis in psychology. The goal of this book is to give the reader a starting point when analyzing data using a particular method, including advanced versions, and to hopefully motivate him or her to delve deeper into additional literature on the method. Beginning with one of the oldest psychometric model formulations, the true score model, Mair devotes the early chapters to exploring confirmatory factor analysis, modern test theory, and a sequence of multivariate exploratory method. Subsequent chapters present special techniques useful for modern psychological applications including correlation networks, sophisticated parametric clustering techniques, longitudinal measurements on a single participant, and functional magnetic resonance imaging (fMRI) data. In addition to using real-life data sets to demonstrate each method, the book also reports each method in three parts-- first describing when and why to apply it, then how to compute the method in R, and finally how to present, visualize, and interpret the results. Requiring a basic knowledge of statistical methods and R software, but written in a casual tone, this text is ideal for graduate students in psychology. Relevant courses include methods of scaling, latent variable modeling, psychometrics for graduate students in Psychology, and multivariate methods in the social sciences.

Author : Keith A. Markus,Denny Borsboom
Publisher : Routledge
Page : 360 pages
File Size : 54,9 Mb
Release : 2013-06-19
Category : Psychology
ISBN : 9781135055868

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Frontiers of Test Validity Theory by Keith A. Markus,Denny Borsboom Pdf

This book examines test validity in the behavioral, social, and educational sciences by exploring three fundamental problems: measurement, causation and meaning. Psychometric and philosophical perspectives receive attention along with unresolved issues. The authors explore how measurement is conceived from both the classical and modern perspectives. The importance of understanding the underlying concepts as well as the practical challenges of test construction and use receive emphasis throughout. The book summarizes the current state of the test validity theory field. Necessary background on test theory and statistics is presented as a conceptual overview where needed. Each chapter begins with an overview of key material reviewed in previous chapters, concludes with a list of suggested readings, and features boxes with examples that connect theory to practice. These examples reflect actual situations that occurred in psychology, education, and other disciplines in the US and around the globe, bringing theory to life. Critical thinking questions related to the boxed material engage and challenge readers. A few examples include: What is the difference between intelligence and IQ? Can people disagree on issues of value but agree on issues of test validity? Is it possible to ask the same question in two different languages? The first part of the book contrasts theories of measurement as applied to the validity of behavioral science measures.The next part considers causal theories of measurement in relation to alternatives such as behavior domain sampling, and then unpacks the causal approach in terms of alternative theories of causation.The final section explores the meaning and interpretation of test scores as it applies to test validity. Each set of chapters opens with a review of the key theories and literature and concludes with a review of related open questions in test validity theory. Researchers, practitioners and policy makers interested in test validity or developing tests appreciate the book's cutting edge review of test validity. The book also serves as a supplement in graduate or advanced undergraduate courses on test validity, psychometrics, testing or measurement taught in psychology, education, sociology, social work, political science, business, criminal justice and other fields. The book does not assume a background in measurement.

Author : David R. Strauser, PhD,Timothy N. Tansey, PhD,Fong Chan, PhD, CRC
Publisher : Springer Publishing Company
Page : 422 pages
File Size : 44,7 Mb
Release : 2019-07-23
Category : Social Science
ISBN : 9780826162434

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Assessment in Rehabilitation and Mental Health Counseling by David R. Strauser, PhD,Timothy N. Tansey, PhD,Fong Chan, PhD, CRC Pdf

This graduate-level text on rehabilitation and mental health counseling disseminates foundational knowledge of assessment principles and processes with a focus on clinical application. Written by recognized leaders in rehabilitation and mental health, it is the only book to use the World Health Organization’s International Classification of Functioning, Disability and Health (ICF) framework to integrate assessment tools and techniques addressing practice with varied populations and settings. Written by leading practitioners with specialized knowledge, chapters focus on specific populations and service delivery settings. The book features a variety of learning tools to foster critical thinking, including learning objectives and case examples highlighting important principles and applications. Sample reports and templates further reinforce understanding of specific applications. A robust instructor package offers PowerPoints, a test bank including discussion questions, and sample syllabi. Purchase includes access to the ebook for use on most mobile devices and computers. KEY FEATURES Provides the only comprehensive view of assessment in rehabilitation and mental health using the ICF framework Integrates assessment tools and techniques for both rehabilitation and mental health in diverse settings Written by recognized leaders in the field of rehabilitation and mental health Includes learning objectives and case examples highlighting important principles and applications Presents sample report templates and completed reports to strengthen integration and presentation of test results Offers a robust instructor package with PowerPoints, a test bank including discussion questions, and sample syllabi

Author : Christopher D. Desjardins,Okan Bulut
Publisher : CRC Press
Page : 327 pages
File Size : 55,5 Mb
Release : 2018-09-03
Category : Mathematics
ISBN : 9781498770149

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Handbook of Educational Measurement and Psychometrics Using R by Christopher D. Desjardins,Okan Bulut Pdf

Currently there are many introductory textbooks on educational measurement and psychometrics as well as R. However, there is no single book that covers important topics in measurement and psychometrics as well as their applications in R. The Handbook of Educational Measurement and Psychometrics Using R covers a variety of topics, including classical test theory; generalizability theory; the factor analytic approach in measurement; unidimensional, multidimensional, and explanatory item response modeling; test equating; visualizing measurement models; measurement invariance; and differential item functioning. This handbook is intended for undergraduate and graduate students, researchers, and practitioners as a complementary book to a theory-based introductory or advanced textbook in measurement. Practitioners and researchers who are familiar with the measurement models but need to refresh their memory and learn how to apply the measurement models in R, would find this handbook quite fulfilling. Students taking a course on measurement and psychometrics will find this handbook helpful in applying the methods they are learning in class. In addition, instructors teaching educational measurement and psychometrics will find our handbook as a useful supplement for their course.

Author : Linda Crocker,James Algina
Publisher : Wadsworth Publishing Company
Page : 527 pages
File Size : 44,7 Mb
Release : 2006-11
Category : Education
ISBN : 0495395919

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Introduction to Classical and Modern Test Theory by Linda Crocker,James Algina Pdf

Author : Klaas Sijtsma,L. Andries van der Ark
Publisher : CRC Press
Page : 429 pages
File Size : 45,7 Mb
Release : 2020-10-22
Category : Mathematics
ISBN : 9781439881361

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Measurement Models for Psychological Attributes by Klaas Sijtsma,L. Andries van der Ark Pdf

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.