Download or read book Applying the Rasch Model and Structural Equation Modeling to Higher Education written by A. Y. M. Atiquil Islam and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Applying the Rasch Model and Structural Equation Modeling to Higher Education written by A.Y.M. Atiquil Islam and published by CRC Press. This book was released on 2023-06-16 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Applying the Rasch Model and Structural Equation Modeling to Higher Education written by A. Y. M. Antiquil Islam and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Rasch Measurement written by Myint Swe Khine and published by Springer Nature. This book was released on 2020-01-01 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Applying the Rasch Model written by Trevor Bond and published by Routledge. This book was released on 2020-07-19 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Research Paradigms and Contemporary Perspectives on Human Technology Interaction written by Mesquita, Anabela and published by IGI Global. This book was released on 2017-01-25 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Handbook of Structural Equation Modeling written by Rick H. Hoyle and published by Guilford Publications. This book was released on 2014-01-01 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Student Self Assessment as a Process for Learning written by Zi Yan and published by Taylor & Francis. This book was released on 2022-08-08 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Quantitative Data Analysis for Language Assessment Volume I written by Vahid Aryadoust and published by Routledge. This book was released on 2019-03-27 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Educational Leadership and Reform written by Wayne K. Hoy and published by IAP. This book was released on 2006-03-01 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Higher Education Handbook of Theory and Research written by J.C. Smart and published by Springer Science & Business Media. This book was released on 1999-04-30 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Structural Equation Modeling written by Jichuan Wang and published by John Wiley & Sons. This book was released on 2019-09-17 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a useful guide for applications of SEM whilst systematically demonstrating various SEM models using Mplus Focusing on the conceptual and practical aspects of Structural Equation Modeling (SEM), this book demonstrates basic concepts and examples of various SEM models, along with updates on many advanced methods, including confirmatory factor analysis (CFA) with categorical items, bifactor model, Bayesian CFA model, item response theory (IRT) model, graded response model (GRM), multiple imputation (MI) of missing values, plausible values of latent variables, moderated mediation model, Bayesian SEM, latent growth modeling (LGM) with individually varying times of observations, dynamic structural equation modeling (DSEM), residual dynamic structural equation modeling (RDSEM), testing measurement invariance of instrument with categorical variables, longitudinal latent class analysis (LLCA), latent transition analysis (LTA), growth mixture modeling (GMM) with covariates and distal outcome, manual implementation of the BCH method and the three-step method for mixture modeling, Monte Carlo simulation power analysis for various SEM models, and estimate sample size for latent class analysis (LCA) model. The statistical modeling program Mplus Version 8.2 is featured with all models updated. It provides researchers with a flexible tool that allows them to analyze data with an easy-to-use interface and graphical displays of data and analysis results. Intended as both a teaching resource and a reference guide, and written in non-mathematical terms, Structural Equation Modeling: Applications Using Mplus, 2nd edition provides step-by-step instructions of model specification, estimation, evaluation, and modification. Chapters cover: Confirmatory Factor Analysis (CFA); Structural Equation Models (SEM); SEM for Longitudinal Data; Multi-Group Models; Mixture Models; and Power Analysis and Sample Size Estimate for SEM. Presents a useful reference guide for applications of SEM while systematically demonstrating various advanced SEM models Discusses and demonstrates various SEM models using both cross-sectional and longitudinal data with both continuous and categorical outcomes Provides step-by-step instructions of model specification and estimation, as well as detailed interpretation of Mplus results using real data sets Introduces different methods for sample size estimate and statistical power analysis for SEM Structural Equation Modeling is an excellent book for researchers and graduate students of SEM who want to understand the theory and learn how to build their own SEM models using Mplus.
Download or read book Long term effects of Learning English written by Shigeo Uematsu and published by Springer. This book was released on 2015-05-05 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a pioneering longitudinal study on English language instruction at the elementary school (ELES) level in the Japanese public school system. It attempts to identify those domains most sensitive to early English instruction by employing a state-of-the-art quantitative research methodology. English education was formally introduced in Japan for fifth and sixth graders in 2011 and is still in its infancy as a program. This study compares two groups (Grade 7 and 8) of students, one with ELES and one without, in order to shed light on their experiences. Comparisons are carried out not only quantitatively, measuring changes in English skills (listening, speaking, reading, and vocabulary / grammar) and the ELES students’ affective aspects, but also qualitatively through in-depth interviews. Thus, this study attempts to capture the ELES students’ experiences from a multi-dimensional perspective. The comprehensive literature review provided offers a valuable resource not only for researchers looking for a quick digest of the literature in this field before undertaking their own research, but also for policy-makers seeking to assess how to best implement ELES.
Download or read book Self directed Learning Oriented Assessments in the Asia Pacific written by Magdalena Mo Ching Mok and published by Springer Science & Business Media. This book was released on 2012-10-08 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Asia-Pacific region needs to maximize the benefits of education to enable it to compete in an economic future dominated by innovation, in which assessing student progress must be an empowering rather than delimiting factor. This detailed exposition of the theoretical basis and application tools of self-directed learning-oriented assessment (SLOA) reflects the very latest research championed by the Assessment Research Centre at The Hong Kong Institute of Education. Featuring a range of relevant case studies, it explores the varied theoretical issues related to SLOA and offers an integrated view of the system fully in line with the constructivist paradigm of learning which advocates formative rather than summative assessment. Many of the initiatives outlined here are firsts in the region. SLOA is already being applied in many schools with links to the ARC. It is an approach to assessment that acknowledges the centrality of self-directed learning and which positions assessment as a tool to enable and enhance self-directed learning. It draws on several theories of learning and assessment, including the constructivist notion that learning is best achieved when students take ownership of their educational process, setting their own goals and monitoring their own progress towards those goals. SLOA has been the research and service approach of the ARC since 2005. In the intervening years the centre has developed a number of tools to facilitate SLOA learning and assessment, including vertical ability scales, teacher-friendly computer software and packages for self-directed learning.
Download or read book Emotions in Learning Teaching and Leadership written by Junjun Chen and published by . This book was released on 2021 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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"--
Download or read book Mixed Methods for Psychological Measurement written by David F. Feldon and published by Taylor & Francis. This book was released on 2024-06-21 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a groundbreaking approach to measurement from a mixed methodological perspective, reframing the concept of incommensurability to harmonize qualitative and quantitative data in analyses. It draws upon critical realism, latent variable theory, and phenomenography to illustrate how idiographic data can be incorporated into the development and validation of psychological measures. The text delves into foundational methodological assumptions, explores item and instrument validation techniques, and addresses issues of invariance. It further elucidates the application of idiographic strategies in conjunction with differential item function (DIF), item parameter drift (IPD), latent growth models, and the evaluation of measurement models. This innovative framework offers researchers robust tools for integrating diverse data types, enhancing the validity and reliability of their findings, and articulates ways in which these tools can be integrated into critical quantitative perspectives. It is an invaluable resource for anyone seeking to deepen their understanding of mixed methodologies and measurement. It will appeal to scholars, researchers, and students whose goals are to integrate different modes of data, examine alternative perspectives on measurement, and apply new tools to psychological and social research.
Download or read book Application of Structural Equation Modeling in Educational Research and Practice written by Myint Swe Khine and published by Springer Science & Business Media. This book was released on 2013-10-30 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural Equation Modeling (SEM) is a statistical approach to testing hypothesis about the relationships among observed and latent variables. The use of SEM in research has increased in psychology, sociology, and economics in recent years. In particular educational researchers try to obtain the complete image of the process of education through the measurement of personality differences, learning environment, motivation levels and host of other variables that affect the teaching and learning process. With the use of survey instruments and interviews with students, teachers and other stakeholders as a lens, educators can assess and gain valuable information about the social ecology of the classrooms that could help in improving the instructional approach, classroom management and the learning organizations. A considerable number of research have been conducted to identify the factors and interactions between students’ characteristics, personal preferences, affective traits, study skills, and various other factors that could help in better educational performance. In recent years, educational researchers use Structural Equation Modeling (SEM) as a statistical technique to explore the complex and dynamic nature of interactions in educational research and practice. SEM is becoming a powerful analytical tool and making methodological advances in multivariate analysis. This book presents the collective works on concepts, methodologies and applications of SEM in educational research and practice. The anthology of current research described in this book will be a valuable resource for the next generation educational practitioners.
