Applying the Rasch Model and Structural Equation Modeling to Higher Education

Applying the Rasch Model and Structural Equation Modeling to Higher Education PDF Author: A.Y.M. Atiquil Islam
Publisher: CRC Press
ISBN: 1000890767
Category : Education
Languages : en
Pages : 149

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Book Description
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 and Structural Equation Modeling to Higher Education

Applying the Rasch Model and Structural Equation Modeling to Higher Education PDF Author: A.Y.M. Atiquil Islam
Publisher: CRC Press
ISBN: 1000890767
Category : Education
Languages : en
Pages : 149

Get Book

Book Description
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 and Structural Equation Modeling to Higher Education

Applying the Rasch Model and Structural Equation Modeling to Higher Education PDF Author: A.Y.M. Atiquil Islam
Publisher: CRC Press
ISBN: 1000890716
Category : Education
Languages : en
Pages : 149

Get Book

Book Description
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 and Structural Equation Modeling to Higher Education

Applying the Rasch Model and Structural Equation Modeling to Higher Education PDF Author: A. Y. M. Antiquil Islam
Publisher:
ISBN: 9781003384724
Category : PSYCHOLOGY
Languages : en
Pages : 0

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Book Description
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 PDF Author: Trevor Bond
Publisher: Routledge
ISBN: 0429641516
Category : Psychology
Languages : en
Pages : 348

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Book Description
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 PDF Author: Mesquita, Anabela
Publisher: IGI Global
ISBN: 152251869X
Category : Computers
Languages : en
Pages : 366

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Book Description
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 PDF Author: Rick H. Hoyle
Publisher: Guilford Publications
ISBN: 1462516793
Category : Psychology
Languages : en
Pages : 753

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Book Description
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 PDF Author: Zi Yan
Publisher: Taylor & Francis
ISBN: 1000630757
Category : Education
Languages : en
Pages : 185

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Book Description
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.

Quantitative Data Analysis for Language Assessment Volume I

Quantitative Data Analysis for Language Assessment Volume I PDF Author: Vahid Aryadoust
Publisher: Routledge
ISBN: 1351741233
Category : Education
Languages : en
Pages : 272

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Book Description
Quantitative Data Analysis for Language Assessment Volume I: Fundamental Techniques is a resource book that presents the most fundamental techniques of quantitative data analysis in the field of language assessment. Each chapter provides an accessible explanation of the selected technique, a review of language assessment studies that have used the technique, and finally, an example of an authentic study that uses the technique. Readers also get a taste of how to apply each technique through the help of supplementary online resources that include sample data sets and guided instructions. Language assessment students, test designers, and researchers should find this a unique reference as it consolidates theory and application of quantitative data analysis in language assessment.

Educational Leadership and Reform

Educational Leadership and Reform PDF Author: Wayne K. Hoy
Publisher: IAP
ISBN: 1607524708
Category : Education
Languages : en
Pages : 361

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Book Description
This book is the fourth in a series on research and theory dedicated to advancing our understanding of schools through empirical study and theoretical analysis. Scholars, both young and established, are invited to publish original analyses, but we especially encourage young scholars to contribute to this series. The current volume is similar to its predecessors in that it provides a mix of beginning and established scholars and a broad range of theoretical perspectives; in all, 27 authors contributed to 13 separate analyses, which were selected for publication this year. The chapters also provide a mix of methodologies including experimental, survey, case studies, selfanalysis, multilevel modeling, and structural equation modeling.

Higher Education: Handbook of Theory and Research

Higher Education: Handbook of Theory and Research PDF Author: J.C. Smart
Publisher: Springer Science & Business Media
ISBN: 9780875861258
Category : Education
Languages : en
Pages : 516

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Book Description
Published annually since 1985, the Handbook series provides a compendium of thorough and integrative literature reviews on a diverse array of topics of interest to the higher education scholarly and policy communities.