Applying the Rasch Model and Structural Equation Modeling to Higher Education
Applying the Rasch Model and Structural Equation Modeling to Higher Education

Author: A.Y.M. Atiquil Islam

Publisher: CRC Press

Published: 2023-06-16

Total Pages: 149

ISBN-13: 1000890716

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This book introduces the fundamentals of the technology satisfaction model (TSM), supporting readers in applying the Rasch model and structural equation modeling (SEM) – a multivariate technique – to higher education (HE) research. User satisfaction is traditionally measured along a single dimension. However, the TSM includes digital technologies for teaching, learning and research across three dimensions: computer efficacy, perceived ease of use and perceived usefulness. Establishing relationships among these factors is a challenge. Although commonly used in psychology to trace relationships, Rasch and SEM approaches are rarely used in educational technology or library and information science. This book, therefore, shows that combining these two analytical tools offers researchers better options for measurement and generalisation in HE research. This title presents theoretical and methodological insights of use to researchers in HE.

Applying the Rasch Model
Applying the Rasch Model

Author: Trevor G. Bond

Publisher: Psychology Press

Published: 2013-11-05

Total Pages: 358

ISBN-13: 1135602646

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Written in an accessible style, this book facilitates a deep understanding of the Rasch model. Authors Bond and Fox review the crucial properties of the Rasch model and demonstrate its use with a wide range of examples including the measurement of educational achievement, human development, attitudes, and medical rehabilitation. A glossary and numerous illustrations further aid the reader's understanding. The authors demonstrate how to apply Rasch analysis and prepare readers to perform their own analyses and interpret the results. Updated throughout, highlights of the Second Edition include: a new CD that features an introductory version of the latest Winsteps program and the data files for the book’s examples, preprogrammed to run using Winsteps; a new chapter on invariance that highlights the parallels between physical and human science measurement; a new appendix on analyzing data to help those new to Rasch analysis; more explanation of the key concepts and item characteristic curves; a new empirical example with data sets demonstrates the many facets of the Rasch model and other new examples; and an increased focus on issues related to unidimensionality, multidimensionality, and the Rasch factor analysis of residuals. Applying the Rasch Model is intended for researchers and practitioners in psychology, especially developmental psychologists, education, health care, medical rehabilitation, business, government, and those interested in measuring attitude, ability, and/or performance. The book is an excellent text for use in courses on advanced research methods, measurement, or quantitative analysis. Significant knowledge of statistics is not required.

The Technology Adoption and Gratification (TAG) Model and Its Application
The Technology Adoption and Gratification (TAG) Model and Its Application

Author: A.Y.M. Atiquil Islam

Publisher: Taylor & Francis

Published: 2024-11-18

Total Pages: 242

ISBN-13: 1040255396

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The book introduces Technology Adoption and Gratification (TAG) Model and its application in higher education, technical and vocational education, postsecondary education and cross-culture. The author demonstrates the fundamentals of technology adoption and gratification—what it comprises and how to expand it. The book describes how the viability of the TAG model was tested using Structural Equation Modeling for teaching, learning and research purposes, which could assist academicians and practitioners in performing technological measurements in all arenas of education. The book will attract researchers, students and practitioners who have backgrounds in educational technology, educational psychology, library & information science, technical and vocational education or STEM education.

Rasch Measurement
Rasch Measurement

Author: Myint Swe Khine

Publisher: Springer Nature

Published: 2020-01-01

Total Pages: 281

ISBN-13: 9811518009

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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.

Applying the Rasch Model
Applying the Rasch Model

Author: Trevor Bond

Publisher: Routledge

Published: 2020-07-19

Total Pages: 348

ISBN-13: 0429641516

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Recognised as the most influential publication in the field, ARM facilitates deep understanding of the Rasch model and its practical applications. The authors review the crucial properties of the model and demonstrate its use with examples across the human sciences. Readers will be able to understand and critically evaluate Rasch measurement research, perform their own Rasch analyses and interpret their results. The glossary and illustrations support that understanding, and the accessible approach means that it is ideal for readers without 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. Greater emphasis on the use of R packages; readers can download the R code from the Routledge website. Explores the distinction between numerical values, quantity and units, to understand the measurement and the role of the Rasch logit scale (Chapter 4). A new four-option data set from the IASQ (Instrumental Attitude towards Self-assessment Questionnaire) for the Rating Scale Model (RSM) analysis exemplar (Chapter 6). Clarifies the relationship between Rasch measurement, path analysis and SEM, with a host of new examples of Rasch measurement applied across health sciences, education and psychology (Chapter 10). 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 will also appreciate the book’s accessible introduction.

Research Paradigms and Contemporary Perspectives on Human-Technology Interaction
Research Paradigms and Contemporary Perspectives on Human-Technology Interaction

Author: Mesquita, Anabela

Publisher: IGI Global

Published: 2017-01-25

Total Pages: 360

ISBN-13: 152251869X

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The integration of technology in modern society has created a deeper connectivity between people around the globe, as well as provided ample opportunity for the exchange of knowledge and ideas. These interactions allow greater opportunities for developments in research and innovation. Research Paradigms and Contemporary Perspectives on Human-Technology Interaction presents comprehensive coverage on the application of information technology and systems on daily activities and examines its impacts at an interdisciplinary level. Highlighting numerous insights into relevant areas such as e-government, web accessibility, and social media, this book is an ideal reference source for academics, professionals, practitioners, graduate students, and researchers seeking material on the relationship between humans and emerging technologies in modern society.

Handbook of Structural Equation Modeling
Handbook of Structural Equation Modeling

Author: Rick H. Hoyle

Publisher: Guilford Publications

Published: 2014-01-01

Total Pages: 753

ISBN-13: 1462516793

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The first comprehensive structural equation modeling (SEM) handbook, this accessible volume presents both the mechanics of SEM and specific SEM strategies and applications. The editor, contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results.

Student Self-Assessment as a Process for Learning
Student Self-Assessment as a Process for Learning

Author: Zi Yan

Publisher: Taylor & Francis

Published: 2022-08-08

Total Pages: 185

ISBN-13: 1000630757

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Covering both higher education and school education, this book contributes to the field of assessment by providing a systematic account of student self-assessment based on a consistent conceptualisation. Yan advocates viewing self-assessment as an active and reflective process and using it as a learning strategy rather than an assessment method. He builds on a newly-developed self-assessment model adopting a process perspective and synthesises a series of interrelated empirical investigations into the whole "chain" of student self-assessment research. The research encompassed in the volume spans from self-assessment practices and measurement, through predictors of self-assessment, its interweaved relationship with self-regulated learning and feedback literacy, impact on student learning outcomes, to designing sustainable self-assessment interventions. The empirical evidence is from a wide range of current scholarship to ensure that the principles and implications conveyed are applicable internationally. Policymakers, students and scholars in educational assessment, educational psychology, and teaching and instruction will find the theoretical explorations and empirical investigations contained within useful, to show how student self-assessment could be better conceptualised, researched, and practised.

Emotions in Learning, Teaching, and Leadership
Emotions in Learning, Teaching, and Leadership

Author: Junjun Chen

Publisher:

Published: 2021

Total Pages: 232

ISBN-13: 9780429353581

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"Emotions are at the core of the educational enterprise but their role is mostly left unexamined. This book explores the role of emotions across students, teachers, and school leaders. It showcases current theoretical and empirical research on emotions in educational settings conducted in the Asian context. The book consists of three parts, namely, emotions in learning, emotions in teaching, and emotions in leadership. These chapters cover different levels from students (e.g., school, university), to teachers (e.g., pre-service, in-service), and to school leaders (e.g., middle-level teachers, principals). Samples are recruited from a wide range of Asian contexts (e.g., Hong Kong SAR, Macau SAR, Mainland China, Singapore, and the Philippines). Collectively, the authors use a variety of methods ranging from quantitative to qualitative approaches and demonstrate innovative theoretical work that pushes the boundaries of emotions research forward"--