The Use Of Rasch Measurement Theory To Address Measurement And Analysis Challenges In Social Science Research
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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.
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.
Proceedings Of The Pacific Rim Objective Measurement Symposium Proms 2023
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Author : Quan Zhang
language : en
Publisher: Springer Nature
Release Date : 2024-08-12
Proceedings Of The Pacific Rim Objective Measurement Symposium Proms 2023 written by Quan Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-12 with Education categories.
This is an open access book. PROMS conference is a premier international venue for Rasch researchers and practitioners to share new ideas, research results and development experiences. We welcome abstracts in all areas of research, including conceptual and empirical studies that are conducted with quantitative, qualitative, and mixed methods. Topics include, but are not limited to Rasch model or Rasch-based.
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.
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.
Proceedings Of The International Conference On Social Science And Education Icoesse 2023
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Author : Jhoni Warmansyah
language : en
Publisher: Springer Nature
Release Date : 2023-11-16
Proceedings Of The International Conference On Social Science And Education Icoesse 2023 written by Jhoni Warmansyah and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-16 with Education categories.
This is an open access book.We would like to invite you to The 1st International Conference Social Science, and Education (ICoeSSE) 2023 will be conducted on September 6–7, 2023, at the Universitas Islam Negeri Mahmud Yunus Batusangkar, West Sumatera, Indonesia. The aim of the Conference is to bring together scholars, students, researcher and administrators from different countries, and to discuss theoretical and practical issues in the fields of Science and Technology. Your prospective, valuable contributions on this field will be evaluated by the Scientific Committee and the ones approved to be presented will also be published in the Proceedings and selected will be publish in Journal.
Methodological Issues In Psychology And Social Sciences Research
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Author : Begoña Espejo
language : en
Publisher: Frontiers Media SA
Release Date : 2023-01-11
Methodological Issues In Psychology And Social Sciences Research written by Begoña Espejo 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 2023-01-11 with Science categories.
Handbook Of Quantitative Methods For Educational Research
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Author : Timothy Teo
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-02-07
Handbook Of Quantitative Methods For Educational Research written by Timothy Teo 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 2014-02-07 with Education categories.
As part of their research activities, researchers in all areas of education develop measuring instruments, design and conduct experiments and surveys, and analyze data resulting from these activities. Educational research has a strong tradition of employing state-of-the-art statistical and psychometric (psychological measurement) techniques. Commonly referred to as quantitative methods, these techniques cover a range of statistical tests and tools. Quantitative research is essentially about collecting numerical data to explain a particular phenomenon of interest. Over the years, many methods and models have been developed to address the increasingly complex issues that educational researchers seek to address. This handbook serves to act as a reference for educational researchers and practitioners who desire to acquire knowledge and skills in quantitative methods for data analysis or to obtain deeper insights from published works. Written by experienced researchers and educators, each chapter in this handbook covers a methodological topic with attention paid to the theory, procedures, and the challenges on the use of that particular methodology. It is hoped that readers will come away from each chapter with a greater understanding of the methodology being addressed as well as an understanding of the directions for future developments within that methodological area.
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 Theory And Applications For The Social Sciences
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Author : Deborah L. Bandalos
language : en
Publisher: Guilford Publications
Release Date : 2018-01-31
Measurement Theory And Applications For The Social Sciences written by Deborah L. Bandalos and has been published by Guilford Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-31 with Social Science categories.
Which types of validity evidence should be considered when determining whether a scale is appropriate for a given measurement situation? What about reliability evidence? Using clear explanations illustrated by examples from across the social and behavioral sciences, this engaging text prepares students to make effective decisions about the selection, administration, scoring, interpretation, and development of measurement instruments. Coverage includes the essential measurement topics of scale development, item writing and analysis, and reliability and validity, as well as more advanced topics such as exploratory and confirmatory factor analysis, item response theory, diagnostic classification models, test bias and fairness, standard setting, and equating. End-of-chapter exercises (with answers) emphasize both computations and conceptual understanding to encourage readers to think critically about the material. ÿ