Assessing Measurement Invariance In Questionnaires With Latent Trait Models Using Item Response Theory

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Handbook of Item Response Theory Modeling

Author : Steven P. Reise
Publisher : Routledge
ISBN 13 : 1317565703
Total Pages : 484 pages
Book Rating : 4.3/5 (175 download)

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Book Synopsis Handbook of Item Response Theory Modeling by : Steven P. Reise

Download or read book Handbook of Item Response Theory Modeling written by Steven P. Reise and published by Routledge. This book was released on 2014-11-20 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Item response theory (IRT) has moved beyond the confines of educational measurement into assessment domains such as personality, psychopathology, and patient-reported outcomes. Classic and emerging IRT methods and applications that are revolutionizing psychological measurement, particularly for health assessments used to demonstrate treatment effectiveness, are reviewed in this new volume. World renowned contributors present the latest research and methodologies about these models along with their applications and related challenges. Examples using real data, some from NIH-PROMIS, show how to apply these models in actual research situations. Chapters review fundamental issues of IRT, modern estimation methods, testing assumptions, evaluating fit, item banking, scoring in multidimensional models, and advanced IRT methods. New multidimensional models are provided along with suggestions for deciding among the family of IRT models available. Each chapter provides an introduction, describes state-of-the art research methods, demonstrates an application, and provides a summary. The book addresses the most critical IRT conceptual and statistical issues confronting researchers and advanced students in psychology, education, and medicine today. Although the chapters highlight health outcomes data the issues addressed are relevant to any content domain. The book addresses: IRT models applied to non-educational data especially patient reported outcomes Differences between cognitive and non-cognitive constructs and the challenges these bring to modeling. The application of multidimensional IRT models designed to capture typical performance data. Cutting-edge methods for deriving a single latent dimension from multidimensional data A new model designed for the measurement of constructs that are defined on one end of a continuum such as substance abuse Scoring individuals under different multidimensional IRT models and item banking for patient-reported health outcomes How to evaluate measurement invariance, diagnose problems with response categories, and assess growth and change. Part 1 reviews fundamental topics such as assumption testing, parameter estimation, and the assessment of model and person fit. New, emerging, and classic IRT models including modeling multidimensional data and the use of new IRT models in typical performance measurement contexts are examined in Part 2. Part 3 reviews the major applications of IRT models such as scoring, item banking for patient-reported health outcomes, evaluating measurement invariance, linking scales to a common metric, and measuring growth and change. The book concludes with a look at future IRT applications in health outcomes measurement. The book summarizes the latest advances and critiques foundational topics such a multidimensionality, assessment of fit, handling non-normality, as well as applied topics such as differential item functioning and multidimensional linking. Intended for researchers, advanced students, and practitioners in psychology, education, and medicine interested in applying IRT methods, this book also serves as a text in advanced graduate courses on IRT or measurement. Familiarity with factor analysis, latent variables, IRT, and basic measurement theory is assumed.

Item Response Theory

Author : Ronald K. Hambleton
Publisher : Springer Science & Business Media
ISBN 13 : 9401719888
Total Pages : 340 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Item Response Theory by : Ronald K. Hambleton

Download or read book Item Response Theory written by Ronald K. Hambleton and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the decade of the 1970s, item response theory became the dominant topic for study by measurement specialists. But, the genesis of item response theory (IRT) can be traced back to the mid-thirties and early forties. In fact, the term "Item Characteristic Curve," which is one of the main IRT concepts, can be attributed to Ledyard Tucker in 1946. Despite these early research efforts, interest in item response theory lay dormant until the late 1960s and took a backseat to the emerging development of strong true score theory. While true score theory developed rapidly and drew the attention of leading psychometricians, the problems and weaknesses inherent in its formulation began to raise concerns. Such problems as the lack of invariance of item parameters across examinee groups, and the inadequacy of classical test procedures to detect item bias or to provide a sound basis for measurement in "tailored testing," gave rise to a resurgence of interest in item response theory. Impetus for the development of item response theory as we now know it was provided by Frederic M. Lord through his pioneering works (Lord, 1952; 1953a, 1953b). The progress in the fifties was painstakingly slow due to the mathematical complexity of the topic and the nonexistence of computer programs.

Measurement Invariance

Author : Rens Van De Schoot
Publisher : Frontiers Media SA
ISBN 13 : 288919650X
Total Pages : 219 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Measurement Invariance by : Rens Van De Schoot

Download or read book Measurement Invariance written by Rens Van De Schoot and published by Frontiers Media SA. This book was released on 2015-10-05 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-item surveys are frequently used to study scores on latent factors, like human values, attitudes and behavior. Such studies often include a comparison, between specific groups of individuals, either at one or multiple points in time. If such latent factor means are to be meaningfully compared, the measurement structures including the latent factor and their survey items should be stable across groups and/or over time, that is ‘invariant’. Recent developments in statistics have provided new analytical tools for assessing measurement invariance (MI). The aim of this special issue is to provide a forum for a discussion of MI, covering some crucial ‘themes’: (1) ways to assess and deal with measurement non-invariance; (2) Bayesian and IRT methods employing the concept of approximate measurement invariance; and (3) new or adjusted approaches for testing MI to fit increasingly complex statistical models and specific characteristics of survey data. The special issue started with a kick-off meeting where all potential contributors shared ideas on potential papers. This expert workshop was organized at Utrecht University in The Netherlands and was funded by the Netherlands Organization for Scientific Research (NWO-VENI-451-11-008). After the kick-off meeting the authors submitted their papers, all of which were reviewed by experts in the field. The papers in the eBook are listed in alphabetical order, but in the editorial the papers are introduced thematically. Although it is impossible to cover all areas of relevant research in the field of MI, papers in this eBook provide insight on important aspects of measurement invariance. We hope that the discussions included in this special issue will stimulate further research on MI and facilitate further discussions to support the understanding of the role of MI in multi-item surveys.

Advancing Human Assessment

Author : Randy E. Bennett
Publisher : Springer
ISBN 13 : 3319586890
Total Pages : 717 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Advancing Human Assessment by : Randy E. Bennett

Download or read book Advancing Human Assessment written by Randy E. Bennett and published by Springer. This book was released on 2017-10-17 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY-NC 2.5 license. This book describes the extensive contributions made toward the advancement of human assessment by scientists from one of the world’s leading research institutions, Educational Testing Service. The book’s four major sections detail research and development in measurement and statistics, education policy analysis and evaluation, scientific psychology, and validity. Many of the developments presented have become de-facto standards in educational and psychological measurement, including in item response theory (IRT), linking and equating, differential item functioning (DIF), and educational surveys like the National Assessment of Educational Progress (NAEP), the Programme of international Student Assessment (PISA), the Progress of International Reading Literacy Study (PIRLS) and the Trends in Mathematics and Science Study (TIMSS). In addition to its comprehensive coverage of contributions to the theory and methodology of educational and psychological measurement and statistics, the book gives significant attention to ETS work in cognitive, personality, developmental, and social psychology, and to education policy analysis and program evaluation. The chapter authors are long-standing experts who provide broad coverage and thoughtful insights that build upon decades of experience in research and best practices for measurement, evaluation, scientific psychology, and education policy analysis. Opening with a chapter on the genesis of ETS and closing with a synthesis of the enormously diverse set of contributions made over its 70-year history, the book is a useful resource for all interested in the improvement of human assessment.

Item Response Theory for Psychologists

Author : Susan E. Embretson
Publisher : Psychology Press
ISBN 13 : 9780805828184
Total Pages : 371 pages
Book Rating : 4.8/5 (281 download)

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Book Synopsis Item Response Theory for Psychologists by : Susan E. Embretson

Download or read book Item Response Theory for Psychologists written by Susan E. Embretson and published by Psychology Press. This book was released on 2000 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Item Response Theory (IRT) is, increasingly, the psychometric method used for contemporary psychological tests. The goal of this book is to explain IRT. The book is especially useful to psychologists and social scientists familiar with small-scale cognitive and personality measures, of those who want to use IRT to analyze scales used in their own research. It is also useful for graduate students and practitioners who want to understand the contemporary, psychometric foundations of the tests they administer. Familiar psychological concepts are used to help explain various IRT principles. The book develops an intuitive understanding of IRT principles through its use of graphical displays and analysis of psychological principles."--Jacket.

The Basics of Item Response Theory Using R

Author : Frank B. Baker
Publisher : Springer
ISBN 13 : 3319542052
Total Pages : 177 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis The Basics of Item Response Theory Using R by : Frank B. Baker

Download or read book The Basics of Item Response Theory Using R written by Frank B. Baker and published by Springer. This book was released on 2017-04-25 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This graduate-level textbook is a tutorial for item response theory that covers both the basics of item response theory and the use of R for preparing graphical presentation in writings about the theory. Item response theory has become one of the most powerful tools used in test construction, yet one of the barriers to learning and applying it is the considerable amount of sophisticated computational effort required to illustrate even the simplest concepts. This text provides the reader access to the basic concepts of item response theory freed of the tedious underlying calculations. It is intended for those who possess limited knowledge of educational measurement and psychometrics. Rather than presenting the full scope of item response theory, this textbook is concise and practical and presents basic concepts without becoming enmeshed in underlying mathematical and computational complexities. Clearly written text and succinct R code allow anyone familiar with statistical concepts to explore and apply item response theory in a practical way. In addition to students of educational measurement, this text will be valuable to measurement specialists working in testing programs at any level and who need an understanding of item response theory in order to evaluate its potential in their settings.

Item Response Theory for Psychologists

Author : Susan E. Embretson
Publisher : Psychology Press
ISBN 13 : 1135681473
Total Pages : 376 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Item Response Theory for Psychologists by : Susan E. Embretson

Download or read book Item Response Theory for Psychologists written by Susan E. Embretson and published by Psychology Press. This book was released on 2013-09-05 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops an intuitive understanding of IRT principles through the use of graphical displays and analogies to familiar psychological principles. It surveys contemporary IRT models, estimation methods, and computer programs. Polytomous IRT models are given central coverage since many psychological tests use rating scales. Ideal for clinical, industrial, counseling, educational, and behavioral medicine professionals and students familiar with classical testing principles, exposure to material covered in first-year graduate statistics courses is helpful. All symbols and equations are thoroughly explained verbally and graphically.

Cross-cultural Analysis

Author : Eldad Davidov
Publisher : Routledge
ISBN 13 : 1848728220
Total Pages : 530 pages
Book Rating : 4.8/5 (487 download)

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Book Synopsis Cross-cultural Analysis by : Eldad Davidov

Download or read book Cross-cultural Analysis written by Eldad Davidov and published by Routledge. This book was released on 2011 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended to bridge the gap between the latest methodological developments and cross-cultural research, this interdisciplinary resource presents the latest strategies for analyzing cross-cultural data. Techniques are demonstrated through the use of applications that employ cross national data sets such as the latest European Social Survey. With an emphasis on the generalized latent variable approach, internationallyâe"prominent researchers from a variety of fields explain how the methods work, how to apply them, and how they relate to other methods presented in the book. Syntax and graphical and verbal explanations of the techniques are included. A website features some of the data sets and syntax commands used in the book. Applications from the behavioral and social sciences that use real data-sets demonstrate: The use of samples from 17 countries to validate the resistance to change scale across these nations How to test the cross-national invariance properties of social trust The interplay between social structure, religiosity, values, and social attitudes A comparison of anti-immigrant attitudes and patterns of religious orientations across European countries. The book is divided into techniques for analyzing cross-cultural data within the generalized-latent-variable approach: multiple-group confirmatory factor analysis and multiple-group structural equation modeling; multi-level analysis; latent class analysis; and item-response theory. Since researchers from various disciplines often use different methodological approaches, a consistent framework for describing and applying each method is used so as to cross âe~methodological bordersâe(tm) between disciplines. Some chapters describe the basic strategy and how it relates to other techniques presented in the book, others apply the techniques and address specific research questions, and a few combine the two. A table in the preface highlights for each chapter: a description of the contents, the statistical methods used, the goal(s) of the analysis, and the data set employed. This book is intended for researchers, practitioners, and advanced students interested in cross-cultural research. Because the applications span a variety of disciplines, the book will appeal to researchers and students in: psychology, political science, sociology, education, marketing and economics, geography, criminology, psychometrics, epidemiology, and public health, as well as those interested in methodology. It is also appropriate for an advanced methods course in cross-cultural analysis.

Explanatory Item Response Models

Author : Paul de Boeck
Publisher : Springer Science & Business Media
ISBN 13 : 1475739907
Total Pages : 394 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Explanatory Item Response Models by : Paul de Boeck

Download or read book Explanatory Item Response Models written by Paul de Boeck and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume gives a new and integrated introduction to item response models (predominantly used in measurement applications in psychology, education, and other social science areas) from the viewpoint of the statistical theory of generalized linear and nonlinear mixed models. It also includes a chapter on the statistical background and one on useful software.

Multidimensional Item Response Theory

Author : M.D. Reckase
Publisher : Springer Science & Business Media
ISBN 13 : 0387899766
Total Pages : 355 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Multidimensional Item Response Theory by : M.D. Reckase

Download or read book Multidimensional Item Response Theory written by M.D. Reckase and published by Springer Science & Business Media. This book was released on 2009-07-07 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: First thorough treatment of multidimensional item response theory Description of methods is supported by numerous practical examples Describes procedures for multidimensional computerized adaptive testing

Methods for Testing and Evaluating Survey Questionnaires

Author : Stanley Presser
Publisher : John Wiley & Sons
ISBN 13 : 0471654736
Total Pages : 624 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Methods for Testing and Evaluating Survey Questionnaires by : Stanley Presser

Download or read book Methods for Testing and Evaluating Survey Questionnaires written by Stanley Presser and published by John Wiley & Sons. This book was released on 2004-08-16 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive resource for survey questionnaire testing and evaluation Over the past two decades, methods for the development, evaluation, and testing of survey questionnaires have undergone radical change. Research has now begun to identify the strengths and weaknesses of various testing and evaluation methods, as well as to estimate the methods’ reliability and validity. Expanding and adding to the research presented at the International Conference on Questionnaire Development, Evaluation and Testing Methods, this title presents the most up-to-date knowledge in this burgeoning field. The only book dedicated to the evaluation and testing of survey questionnaires, this practical reference work brings together the expertise of over fifty leading, international researchers from a broad range of fields. The volume is divided into seven sections: Cognitive interviews Mode of administration Supplements to conventional pretests Special populations Experiments Multi-method applications Statistical modeling Comprehensive and carefully edited, this groundbreaking text offers researchers a solid foundation in the latest developments in testing and evaluating survey questionnaires, as well as a thorough introduction to emerging techniques and technologies.

Scientists Making a Difference

Author : Robert J. Sternberg
Publisher : Cambridge University Press
ISBN 13 : 1107127130
Total Pages : 541 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Scientists Making a Difference by : Robert J. Sternberg

Download or read book Scientists Making a Difference written by Robert J. Sternberg and published by Cambridge University Press. This book was released on 2016-08-15 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the most important contributions to modern psychological science and explains how the contributions came to be.

Handbook of Modern Item Response Theory

Author : Wim J. van der Linden
Publisher : Springer Science & Business Media
ISBN 13 : 1475726910
Total Pages : 509 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Handbook of Modern Item Response Theory by : Wim J. van der Linden

Download or read book Handbook of Modern Item Response Theory written by Wim J. van der Linden and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: Item response theory has become an essential component in the toolkit of every researcher in the behavioral sciences. It provides a powerful means to study individual responses to a variety of stimuli, and the methodology has been extended and developed to cover many different models of interaction. This volume presents a wide-ranging handbook to item response theory - and its applications to educational and psychological testing. It will serve as both an introduction to the subject and also as a comprehensive reference volume for practitioners and researchers. It is organized into six major sections: the nominal categories model, models for response time or multiple attempts on items, models for multiple abilities or cognitive components, nonparametric models, models for nonmonotone items, and models with special assumptions. Each chapter in the book has been written by an expert of that particular topic, and the chapters have been carefully edited to ensure that a uniform style of notation and presentation is used throughout. As a result, all researchers whose work uses item response theory will find this an indispensable companion to their work and it will be the subject's reference volume for many years to come.

Handbook of Item Response Theory

Author : Wim J. van der Linden
Publisher : CRC Press
ISBN 13 : 1351645455
Total Pages : 1584 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Handbook of Item Response Theory by : Wim J. van der Linden

Download or read book Handbook of Item Response Theory written by Wim J. van der Linden and published by CRC Press. This book was released on 2018-02-19 with total page 1584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the work of 75 internationally acclaimed experts in the field, Handbook of Item Response Theory, Three-Volume Set presents all major item response models, classical and modern statistical tools used in item response theory (IRT), and major areas of applications of IRT in educational and psychological testing, medical diagnosis of patient-reported outcomes, and marketing research. It also covers CRAN packages, WinBUGS, Bilog MG, Multilog, Parscale, IRTPRO, Mplus, GLLAMM, Latent Gold, and numerous other software tools. A full update of editor Wim J. van der Linden and Ronald K. Hambleton’s classic Handbook of Modern Item Response Theory, this handbook has been expanded from 28 chapters to 85 chapters in three volumes. The three volumes are thoroughly edited and cross-referenced, with uniform notation, format, and pedagogical principles across all chapters. Each chapter is self-contained and deals with the latest developments in IRT.

The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation

Author : Bruce B. Frey
Publisher : SAGE Publications
ISBN 13 : 1506326145
Total Pages : 1996 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation by : Bruce B. Frey

Download or read book The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation written by Bruce B. Frey and published by SAGE Publications. This book was released on 2018-01-29 with total page 1996 pages. Available in PDF, EPUB and Kindle. Book excerpt: This encyclopedia is the first major reference guide for students new to the field, covering traditional areas while pointing the way to future developments.

Political Trust

Author : Sonja Zmerli
Publisher : ECPR Press
ISBN 13 : 1907301585
Total Pages : 240 pages
Book Rating : 4.9/5 (73 download)

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Book Synopsis Political Trust by : Sonja Zmerli

Download or read book Political Trust written by Sonja Zmerli and published by ECPR Press. This book was released on 2013 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, by Sonja Zmerli and Marc Hooghe, presents cutting-edge empirical research on political trust as a relational concept. From a European comparative perspective it addresses a broad range of contested issues. Can political trust be conceived as a one-dimensional concept and to what extent do international population surveys warrant the culturally equivalent measurement of political trust across European societies? Is there indeed an observable general trend of declining levels of political trust? What are the individual, societal and political prerequisites of political trust and how do they translate into trustful attitudes? Why do so many Eastern European citizens still distrust their political institutions and how does the implementation of welfare state policies both enhance and benefit from political trust? The comprehensive empirical evidence presented in this book by leading scholars provides valuable insights into the relational aspects of political trust and will certainly stimulate future research. This book features: a state-of-the-art European perspective on political trust; an analysis of the most recent trends with regard to the development of political trust; a comparison of traditional and emerging democracies in Europe; the consequences of political trust on political stability and the welfare state; a counterbalance to the gloomy American picture of declining political trust levels.

Scale Development

Author : Robert F. DeVellis
Publisher : SAGE Publications
ISBN 13 : 1506341586
Total Pages : 160 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Scale Development by : Robert F. DeVellis

Download or read book Scale Development written by Robert F. DeVellis and published by SAGE Publications. This book was released on 2016-03-30 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the Fourth Edition of Scale Development, Robert F. DeVellis demystifies measurement by emphasizing a logical rather than strictly mathematical understanding of concepts. The text supports readers in comprehending newer approaches to measurement, comparing them to classical approaches, and grasping more clearly the relative merits of each. This edition addresses new topics pertinent to modern measurement approaches and includes additional exercises and topics for class discussion. Available with Perusall—an eBook that makes it easier to prepare for class Perusall is an award-winning eBook platform featuring social annotation tools that allow students and instructors to collaboratively mark up and discuss their SAGE textbook. Backed by research and supported by technological innovations developed at Harvard University, this process of learning through collaborative annotation keeps your students engaged and makes teaching easier and more effective. Learn more.