fundamentals of item response theory measurement methods for the social science

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Fundamentals Of Item Response Theory

Author : Ronald K. Hambleton
ISBN : 0803936478
Genre : Psychology
File Size : 85. 32 MB
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By using familiar concepts from classical measurement methods and basic statistics, this book introduces the basics of item response theory (IRT) and explains the application of IRT methods to problems in test construction, identification of potentially biased test items, test equating and computerized-adaptive testing. The book also includes a thorough discussion of alternative procedures for estimating IRT parameters and concludes with an exploration of new directions in IRT research and development.

Introduction To Nonparametric Item Response Theory

Author : Klaas Sijtsma
ISBN : 0761908137
Genre : Mathematics
File Size : 65. 71 MB
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Introduction to Nonparametric Item Response Theory addresses an important and complex topic in test development in a manner that is precise and accurate, yet accessible to students and practitioners with a modest background in classical test theory. It also provides an excellent introduction to nonparametric IRT models for the more mathematically sophisticated student or researcher who will welcome the extensive additonal reading lists that are found at the conclusion of each chapter.

Applying Generalizability Theory Using Edug

Author : Jean Cardinet
ISBN : 9781135240332
Genre : Psychology
File Size : 79. 5 MB
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Intended to help improve measurement and data collection methods in the behavioral, social, and medical sciences, this book demonstrates an expanded and accessible use of Generalizability Theory (G theory). G theory conceptually models the way in which the reliability of measurement is ascertained. Sources of score variation are identified as potential contributors to measurement error and taken into account accordingly. The authors demonstrate the powerful potential of G theory by showing how to improve the quality of any kind of measurement, regardless of the discipline. Readers will appreciate the conversational style used to present a comprehensive review of G theory and its application using the freeware EduG. To maximize understanding the authors illustrate all fundamental principles with concrete examples from different fields and contexts. Annotated applications lead students through the main concepts of G theory, while illustrating both the use of EduG and interpretation of its output. Formulas are avoided wherever possible. Exercises with data sets available on the Psychology Press website allow readers to carry out their own analyses to reinforce understanding. Brief overviews of analysis of variance, estimation, and the statistical error model are provided for review. The procedures involved in carrying out a generalizability study using EduG follow, as well as guidance in the interpretation of results. Real-world applications of G theory to the assessment of depression, managerial ability, attitudes, and writing and mathematical skills are then presented. Next, annotated exercises provide an opportunity for readers to use EduG and interpret its results. The book concludes with a review of the development of G theory and possible new directions of application. Finally, for those with a strong statistical background, the appendixes provide the formulas used by EduG. Ideal as a supplement for courses on measurement theory and/or generalizability theory taught in departments of psychology, education, medicine, and the social sciences, this text will also appeal to researchers from a variety of fields interested in learning how to apply G theory to their studies.

The Theory And Practice Of Item Response Theory

Author : R. J. de Ayala
ISBN : 9781462514694
Genre : Education
File Size : 86. 5 MB
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Item response theory (IRT) is a latent variable modeling approach used to minimize bias and optimize the measurement power of educational and psychological tests and other psychometric applications. Designed for researchers, psychometric professionals, and advanced students, this book clearly presents both the "how-to" and the "why" of IRT. It describes simple and more complex IRT models and shows how they are applied with the help of widely available software packages. Chapters follow a consistent format and build sequentially, taking the reader from model development through the fit analysis and interpretation phases that one would perform in practice. The use of common empirical data sets across the chapters facilitates understanding of the various models and how they relate to one another.

The Reviewer S Guide To Quantitative Methods In The Social Sciences

Author : Gregory R. Hancock
ISBN : 9781135172992
Genre : Education
File Size : 48. 78 MB
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The Reviewer’s Guide is designed for reviewers of research manuscripts and proposals in the social and behavioral sciences, and beyond. Its uniquely structured chapters address traditional and emerging quantitative methods of data analysis.

Key Concepts In Measurement

Author : Brian E. Perron
ISBN : 9780190235970
Genre : Social Science
File Size : 87. 56 MB
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Measurement refers generally to the process of assigning a numeric value to, or ordering characteristics or traits of, entities under study. Measurement is necessary for building and testing theory, specifying problems, and defining goals. It is arguably one of the most important and diffcult tasks in social work research. Social work researchers who are not expert in developing, selecting, and using measures will not be able to contribute maximally to the social work knowledge base. Such knowledge and skills related to measurement ultimately determines the extent to which social work research can effectively inform social policy and social work interventions. This book is to serve as a guide for developing, selecting, and using measures in social work research. In particular, this book provides a detailed review of contemporary validity theory; an update on the major issues of reliability; common errors in measurement of latent variables; and suggestions on measurement of social networks and collectives. An important theme of this book is the focus on the creative potential of measurement - that is, helping social work researchers think about the wide variety of ways that social work concepts can be measured. Reflecting on these differences raises questions about underlying assumptions that in turn inspires creative theoretical insights. Rather than seeing measurement as simply a task to be completed in the research process, we will encourage the reader to think creatively about measurement and theory. This book also addresses the interdependency of measurement and theory construction. In other words, this book covers how measurement and theory are connected in two different ways. First, every measure has its own working theory that relates the measure to the concept being measured. Second, theory construction is dependent on measurement. What we learn using a given measure could be different if a concept was measured in a different way.

Ordinal Item Response Theory

Author : Wijbrandt van Schuur
ISBN : 9781412988049
Genre : Social Science
File Size : 38. 85 MB
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"Ordinal Item Response Theory is volume 169 in the SAGE Series "Quantitative Applications in the Social Sciences" (QASS). The of Ordinal Item Response Theory is referred to throughout many other QASS titles and fills a gap between the more classical topics of undimensional scaling, test theory, principal component and factor analysis. In addition, this volume also discusses parametric item response theory and latent class analysis. This monograph is less technical than many books on the market and is best suited for an introductory course in social science measurement"--

Measurement Theory And Practice In Kinesiology

Author : Terry M. Wood
ISBN : 0736045031
Genre : Health & Fitness
File Size : 26. 43 MB
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Provides readers with an understanding of the basics of measurement techniques in physical activity, by focusing on understanding the concept behind techniques. Looking at measurement issues in the physical domain, this book is useful for post graduate students, researchers and professionals in sport and exercise science.

Resource Handbook On Performance Assessment And Measurement

Author : Patricia Wheeler
ISBN : UOM:39015034547433
Genre : Education
File Size : 63. 88 MB
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RESOURCE HANDBOOK ON PERFORMANCE ASSESSMENT & MEASUREMENT: A TOOL FOR STUDENTS, TEACHERS & POLICYMAKERS addresses complex vocabulary of performance assessment & measurement. 500-term glossary helps eliminate the misuse of terms in presentations, articles, workshops & conversations. All forms of performance assessment are covered, including the paper & pencil tests & alternative assessments. Essential for education, business & management, human resources development, career & training professionals, & health & social services providers. Cross-referencing provided, with multiple definitions & keys. Additional resources are provided: professional associations, standards, publishers, instruments & programs. Patricia Wheeler is President of EREAPA Associates in Livermore, California & Senior Research Associate for the Center for Research on Educational Accountability & Teacher Evaluation at Western Michigan University & was a researcher & evaluator for 24 years at Educational Testing Service. Geneva Haertel is a Research Associate for Temple University's Center for Research on Human Development & Education & for Western Michigan's Center for Research on Educational Accountability & Teacher Evaluation. Paper, 261 pages, available for $24.95 postpaid from The Owl Press, P.O. Drawer 3008, Chico, CA 95927. Phone/FAX 916-894-5181. ISBN: 1-884690-15-7.

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ISBN : UOM:39015064547816
Genre : Academic libraries
File Size : 50. 33 MB
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