A Course In Rasch Measurement Theory

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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.
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.
An Introduction To The Rasch Model With Examples In R
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Author : Rudolf Debelak
language : en
Publisher: CRC Press
Release Date : 2022-06-07
An Introduction To The Rasch Model With Examples In R written by Rudolf Debelak 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.
An Introduction to the Rasch Model with Examples in R offers a clear, comprehensive introduction to the Rasch model along with practical examples in the free, open-source software R. It is accessible for readers without a background in psychometrics or statistics, while also providing detailed explanations of the relevant mathematical and statistical concepts for readers who want to gain a deeper understanding. Its worked examples in R demonstrate how to apply the methods to real-world examples and how to interpret the resulting output. In addition to motivating and presenting the Rasch model, the book covers different methods for parameter estimation and for assessing fit and differential item functioning (DIF). While focusing on the Rasch model, it also addresses a variety of other dichotomous and polytomous Rasch and item response theory (IRT) models, such as two-parameter logistic (2PL) and Partial Credit models, and extensions, including mixture Rasch models and computerized adaptive testing (CAT). Theory is presented in a self-contained way. All necessary mathematical and statistical background is contained in the chapters and appendices. The book also provides detailed, step-by-step instructions for getting started with R and using the eRm, mirt, TAM and rstan packages for fitting Rasch models.
Advances In Applications Of Rasch Measurement In Science Education
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Author : Xiufeng Liu
language : en
Publisher: Springer Nature
Release Date : 2023-07-31
Advances In Applications Of Rasch Measurement In Science Education written by Xiufeng Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-31 with Science categories.
This edited volume presents latest development in applications of Rasch measurement in science education. It includes a conceptual introduction chapter and a set of individual chapters. The introductory chapter reviews published studies applying Rasch measurement in the field of science education and identify important principles of Rasch measurement and best practices in applications of Rasch measurement in science education. The individual chapters, contributed by authors from Canada, China, Germany, Philippines and the USA, cover a variety of current topics on measurement concerning science conceptual understanding, scientific argumentation, scientific reasoning, three-dimensional learning, knowledge-in-use and cross-cutting concepts of the Next Generation Science Standards, medical education learning experiences, machine-scoring bias, formative assessment, and teacher knowledge of argument. There are additional chapters on advances in Rasch analysis techniques and technology including R, Bayesian estimation, comparison between joint maximum likelihood (JML) and marginal maximum likelihood (MML) estimations on model-data-fit, and enhancement to Rasch models by Cognitive Diagnostic Models and Latent Class Analysis. The volume provides readers who are new and experienced in applying Rasch measurement with advanced and exemplary applications in the forefront of various areas of science education research.
The History Of Educational Measurement
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Author : Brian E. Clauser
language : en
Publisher: Taylor & Francis
Release Date : 2021-07-07
The History Of Educational Measurement written by Brian E. Clauser and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-07 with Education categories.
The History of Educational Measurement collects essays on the most important topics in educational testing, measurement, and psychometrics. Authored by the field’s top scholars, this book offers unique historical viewpoints, from origins to modern applications, of formal testing programs and mental measurement theories. Topics as varied as large-scale testing, validity, item-response theory, federal involvement, and notable assessment controversies complete a survey of the field’s greatest challenges and most important achievements. Graduate students, researchers, industry professionals, and other stakeholders will find this volume relevant for years to come.
Evidence Based Surgery
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Author : Achilles Thoma
language : en
Publisher: Springer Nature
Release Date : 2025-06-27
Evidence Based Surgery written by Achilles Thoma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-27 with Medical categories.
Now in a revised second edition, this book is a comprehensive guide to teach surgeons, surgical fellows and surgical residents, regardless of their specialty, the skills to appraise what they encounter in the surgical literature. Surgeons need to be able to understand what they read before applying the conclusions of a surgical article to their practice. As most surgeons do not have the extra training in health research methodology, understanding how the research was done, how to interpret the results, and finally deciding to apply them to the patient level can be a difficult task. Chapters included here explain the methodological issues pertaining to the various study designs reported in the surgical literature. Readers are taught how to search the literature for the best evidence that will answer the surgical problem under discussion. An identified article that seems relevant to the problem under investigation can be appraised by addressing three key questions: 1) Is the study I am reading valid? 2) what are the results of this study? and 3) can I apply these results to my patients? Chapters new to this edition discuss cluster RCTs, network meta-analyses, enhanced recovery after surgery (ERAS) and core outcome sets (COS). While the primary goal of Evidence-Based Surgery is to teach surgeons how to appraise the surgical literature, an added benefit is that the concepts explained here may help research-minded surgeons produce higher quality research.
Models Measurement And Metrology Extending The Si
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Author : William P. Fisher, Jr.
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-09-23
Models Measurement And Metrology Extending The Si written by William P. Fisher, Jr. and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Technology & Engineering categories.
The book focuses on the extension of quality-assured measurement and metrology into psychological and social domains. This is not only feasible and achievable, but also a pressing concern. Significant progress in developing a common conceptual system for measurement across the sciences has been made in recent collaborations between metrologists and psychometricians, as reported in the chapters of this book. Modeling, estimation, and interpretation of objectively reproducible unit quantities that support both general comparability and adaptation to unique local circumstances are demonstrated in fields as diverse as artificial intelligence, justice, and beauty perception.
Measurement In Health Psychology
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Author : Paola Gremigni
language : en
Publisher: Frontiers Media SA
Release Date : 2022-06-15
Measurement In Health Psychology written by Paola Gremigni and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-15 with Science categories.
Transnational English Language Assessment Practices In The Age Of Metrics
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Author : Osman Z. Barnawi
language : en
Publisher: Taylor & Francis
Release Date : 2022-12-26
Transnational English Language Assessment Practices In The Age Of Metrics written by Osman Z. Barnawi and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-26 with Language Arts & Disciplines categories.
This edited volume examines how transnational English language assessment practices are envisioned, enacted, and justified by different stakeholders, including students, teachers, and universities in different geographical contexts, and what would be the multi-level consequences of such practices. Bringing together diverse perspectives from across the Global South and Global North, the book argues that the field of English language assessment has always been transnational, despite an absence of a research that explicitly examines English language assessment practices in relation to transnationalism. The contribution of this volume lies in filling in this critical scholarly gap. Through a wide set of epistemological, theoretical, and pedagogical interventions along with methodological orientations and analytical frameworks, the chapter authors question the social, economic, political, linguistic, and pedagogical consequences of transnational English language assessment practices in higher education (HE) settings and contexts. Offering fresh perspectives on English language assessment practices in relation to transnationalism, this book will be of great interest to researchers, academics, and post-graduate students in the fields of applied linguistics, Teaching English to Speakers of Other Languages (TESOL), and language assessment more broadly.