Rasch Measurement Theory
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Rasch Measurement Theory Analysis In R
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Author : Stefanie Wind
language : en
Publisher: CRC Press
Release Date : 2022-06-07
Rasch Measurement Theory Analysis In R written by Stefanie Wind and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-07 with Mathematics categories.
Rasch Measurement Theory Analysis in R provides researchers and practitioners with a step-by-step guide for conducting Rasch measurement theory analyses using R. It includes theoretical introductions to major Rasch measurement principles and techniques, demonstrations of analyses using several R packages that contain Rasch measurement functions, and sample interpretations of results. Features: Accessible to users with relatively little experience with R programming Reproducible data analysis examples that can be modified to accommodate users’ own data Accompanying e-book website with links to additional resources and R code updates as needed Features dichotomous and polytomous (rating scale) Rasch models that can be applied to data from a wide range of disciplines This book is designed for graduate students, researchers, and practitioners across the social, health, and behavioral sciences who have a basic familiarity with Rasch measurement theory and with R. Readers will learn how to use existing R packages to conduct a variety of analyses related to Rasch measurement theory, including evaluating data for adherence to measurement requirements, applying the dichotomous, Rating Scale, Partial Credit, and Many-Facet Rasch models, examining data for evidence of differential item functioning, and considering potential interpretations of results from such analyses.
A Course In Rasch Measurement Theory
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Author : David Andrich
language : en
Publisher: Springer
Release Date : 2019-07-15
A Course In Rasch Measurement Theory written by David Andrich and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-15 with Education categories.
This book applies Rasch measurement theory to the fields of education, psychology, sociology, marketing and health outcomes in order to measure various social constructs. The chief focus is on first principles of both the theory and its applications. Because software is readily available to carry out analyses of real data, numerous small examples are provided in the book. The software used in these examples, and which is helpful in working through the text, is RUMM2030 (Rasch unidimensional models for measurement). The book’s main goals are to equip researchers with the confidence they need in order to be in control of the analysis and interpretation of data, and to make professional rather than primarily statistical decisions mechanically. Because statistical principles are necessarily involved, reviews of the requisite statistics are provided in the Appendix. The content is based on courses that have been taught both online and in intensive form for over two decades. Although first principles are emphasised, much of the book is based on research conducted by the two authors and their colleagues.
Rasch Measurement Theory
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Author : Tejas Thakur
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Rasch Measurement Theory written by Tejas Thakur and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.
"Rasch Measurement Theory: A Complete Course" is a comprehensive guide to understanding Rasch measurement theory. We offer an essential resource for anyone interested in measurement theory, educational assessment, or social science research. Rasch measurement theory, named after Danish mathematician Georg Rasch, provides a framework for developing valid and reliable measurement instruments. Unlike traditional psychometric approaches, Rasch measurement theory emphasizes the principles of measurement itself. At the heart of Rasch measurement theory is the Rasch model, which posits that the probability of a respondent endorsing an item on a scale depends on the relationship between the respondent's ability and the difficulty of the item. This model forms the basis for various measurement applications. We introduce the basic principles of Rasch measurement theory and provide step-by-step guidance on applying Rasch analysis to real-world data. Our book emphasizes practical applications with examples from education, psychology, and healthcare. We also explore advanced topics such as differential item functioning (DIF), multidimensional Rasch models, and item response theory (IRT). Throughout the book, we offer tips for conducting Rasch analysis using software packages like RUMM, Winsteps, and jMetrik.
Introduction To Rasch Measurement
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Author : Everett V. Smith
language : en
Publisher: Jam Press
Release Date : 2004
Introduction To Rasch Measurement written by Everett V. Smith and has been published by Jam Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Social sciences categories.
Applied Rasch Measurement A Book Of Exemplars
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Author : Sivakumar Alagumalai
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-03-30
Applied Rasch Measurement A Book Of Exemplars written by Sivakumar Alagumalai and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-30 with Education categories.
While the primary purpose of the book is a celebration of John’s contributions to the field of measurement, a second and related purpose is to provide a useful resource. We believe that the combination of the developmental history and theory of the method, the examples of its use in practice, some possible future directions, and software and data files will make this book a valuable resource for teachers and scholars of the Rasch method. This book is a tribute to Professor John P Keeves for the advocacy of the Rasch model in Australia. Happy 80th birthday John! xii There are good introductory texts on Item Response Theory, Objective Measurement and the Rasch model. However, for a beginning researcher keen on utilising the potentials of the Rasch model, theoretical discussions of test theory and associated indices do not meet their pragmatic needs. Furthermore, many researchers in measurement still have little or no knowledge of the features of the Rasch model and its use in a variety of situations and disciplines. This book attempts to describe the underlying axioms of test theory, and, in particular, the concepts of objective measurement and the Rasch model, and then link theory to practice. We have been introduced to the various models of test theory during our graduate days. It was time for us to share with those keen in the field of measurement in education, psychology and the social sciences the theoretical and practical aspects of objective measurement.
Rasch Measurement
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Author : Myint Swe Khine
language : en
Publisher: Springer Nature
Release Date : 2020-01-01
Rasch Measurement written by Myint Swe Khine and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-01 with Education categories.
This book focuses on the use of the Rasch measurement model in validation studies and in analyzing the psychometric properties of a variety of test instruments, questionnaires, and scales in international contexts. It broadly examines the development and application of Rasch modeling, providing in-depth analyses of the properties of various scales used in the fields of education, and humanities and social sciences research. The book includes exemplary works on educational research and practices that highlight recent and innovative applications, as well as theoretical and practical aspects of Rasch modeling. Readers will find it helpful to understand the latest approaches to Rasch measurement in educational research, as well as practices for future studies and quantitative research. 'This book provides a diverse set of perspectives on Rasch models from scholars across the globe. The volume is both theoretical and applied. The first section of the book provides an overview of Rasch modeling and explains the theoretical and conceptual framework underlying the Rasch model. The remainder of the book highlights multiple applications of the Rasch model within educational assessment as well as several examples of how Rasch modeling can be used for validation studies. This volume showcases the wide variety of ways in which Rasch modeling can be applied to assessment data to provide insights into students’ achievement and learning and to improve instruction.'–Betsy McCoach, University of Connecticut, USA. 'A well-written collection of articles. Grouped by the theoretical and applied aspects of Rasch measurement, each chapter in this edited volume makes notable contributions to knowledge and practice. Written by leading scholars in the field, these chapters were written in a clear, succinct, and assertive manner, providing readers with up-to-date information, analyses, and debates. This book should be found in the core collection of emerging researchers and established scholars in educational measurement.'–Timothy Teo, Murdoch University, Australia.
Introduction To Measurement Theory
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Author : Mary J. Allen
language : en
Publisher: Waveland Press
Release Date : 2001-12-14
Introduction To Measurement Theory written by Mary J. Allen and has been published by Waveland Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-12-14 with Psychology categories.
Introduction to Measurement Theory bridges the gap between texts that offer a mathematically rigorous treatment of the statistical properties of measurement and ones that discuss the topic in a basic, cookbook fashion. Without overwhelming novices or boring the more mathematically sophisticated, the authors effectively cover the construction of psychological tests and the interpretation of test scores and scales; critically examine classical true-score theory; and explain theoretical assumptions and modern measurement models, controversies, and developments. Practical applications, examples, and study questions facilitate a better understanding of the uses and limitations of common measures of test reliability and validity and how to perform the basic item analysis necessary for test construction.
Applying The Rasch Model
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Author : Trevor Bond
language : en
Publisher: Routledge
Release Date : 2015-06-05
Applying The Rasch Model written by Trevor Bond and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-05 with Education categories.
Cited over 1900 times, this classic text facilitates a deep understanding of the Rasch model. The authors review the crucial properties of the model and demonstrate its use with a variety of examples from education, psychology, and health. A glossary and numerous illustrations aid the reader's understanding. Readers learn how to apply Rasch analysis so they can perform their own analyses and interpret the results. The authors present an accessible overview that does not require a mathematical background. Highlights of the new edition include: -More learning tools to strengthen readers’ understanding including chapter introductions, boldfaced key terms, chapter summaries, activities, and suggested readings. -Divided chapters (4, 6, 7 & 8) into basic and extended understanding sections so readers can select the level most appropriate for their needs and to provide more in-depth investigations of key topics. -A website at www.routledge.com/9780415833424 that features free Rasch software, data sets, an Invariance worksheet, detailed instructions for key analyses, and links to related sources. -Greater emphasis on the role of Rasch measurement as a priori in the construction of scales and its use post hoc to reveal the extent to which interval scale measurement is instantiated in existing data sets. -Emphasizes the importance of interval level measurement data and demonstrates how Rasch measurement is used to examine measurement invariance. -Insights from other Rasch scholars via innovative applications (Ch. 9). -Extended discussion of invariance now reviews DIF, DPF, and anchoring (ch. 5). -Revised Rating Scale Model material now based on the analysis of the CEAQ (ch.6). -Clarifies the relationships between Rasch measurement, True Score Theory, and Item Response Theory by reviewing their commonalities and differences (Ch.13). -Provides more detail on how to conduct a Rasch analysis so readers can use the techniques on their own (Appendix B). Intended as a text for graduate courses in measurement, item response theory, (advanced) research methods or quantitative analysis taught in psychology, education, human development, business, and other social and health sciences, professionals in these areas also appreciate the book‘s accessible introduction.
Rasch Models For Solving Measurement Problems
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Author : George Engelhard, Jr.
language : en
Publisher: SAGE Publications
Release Date : 2020-12-13
Rasch Models For Solving Measurement Problems written by George Engelhard, Jr. and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-13 with Social Science categories.
This book introduces current perspectives on Rasch measurement theory with an emphasis on developing Rasch-based scales. Rasch measurement theory represents a paradigm shift in measurement theory away from classical test theory and creates a framework for scaling that can yield invariant measurement. Rasch Models for Solving Measurement Problems: Invariant Measurement in the Social Sciences is a broadly accessible text. Authors George Engelhard Jr and Jue Wang introduce Rasch measurement theory step by step, with chapters on scale construction, evaluation, maintenance, and use. Points are illustrated and techniques are demonstrated through an extended example: The Food Insecurity Experience (FIE) Scale. The Rasch analyses in the book are run using the Facets computer program. Facets syntax, and R code for the ERMA program created by the authors to obtain parameter estimates and to examine model-data fit, together with sample data sets are all available on a website for the book.
The Use Of Rasch Measurement Theory To Address Measurement And Analysis Challenges In Social Science Research
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Author : Celeste Combrinck
language : en
Publisher:
Release Date : 2018
The Use Of Rasch Measurement Theory To Address Measurement And Analysis Challenges In Social Science Research written by Celeste Combrinck and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
High quality assessment instruments, in conjunction with best practice for data processing, analysis and reporting are essential for the monitoring of academic school achievement. In this thesis, Rasch Measurement Theory (RMT) as the primary method, addressed issues related to the monitoring of academic achievement. Rasch theory makes use of logistic regression models, which calibrate instruments by calculating item and person fit. The main study monitored the academic achievement of 3 697 Grades 8 to 11 learners at seven independent high schools in South Africa over a three- year period. Monitoring was done via specifically designed assessment instruments for Mathematics, Science and English Language. The main research question asked: How does the application of Rasch models address measurement problems in the processing, analysis and reporting of educational monitoring results? The thesis comprises three articles (presented as chapters and seen as sub-projects), and investigates challenges arising from the monitoring project. Measurement challenges addressed includes how to impute Missing Not At Random Data (Article 1), how to evaluate anchor items and reframe results (Article 2) and create proficiency bands (Article 3). Recommendations from the articles consist of using Rasch measures as predictors for imputation models, applying the Rasch models for evaluating anchor items and reframing test re-test results and the use of Rasch Item Maps for reporting criterion-referenced results. The thesis concludes by recommending that psychometric theory and application be taught in social science courses for the development of high quality instruments and the strengthening of measurement within the human sciences.