Measurement Invariance

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Publisher : Frontiers Media SA
ISBN 13 : 288919650X
Total Pages : 219 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Measurement Invariance by : Rens Van De Schoot

Download or read book Measurement Invariance written by Rens Van De Schoot and published by Frontiers Media SA. This book was released on 2015-10-05 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-item surveys are frequently used to study scores on latent factors, like human values, attitudes and behavior. Such studies often include a comparison, between specific groups of individuals, either at one or multiple points in time. If such latent factor means are to be meaningfully compared, the measurement structures including the latent factor and their survey items should be stable across groups and/or over time, that is ‘invariant’. Recent developments in statistics have provided new analytical tools for assessing measurement invariance (MI). The aim of this special issue is to provide a forum for a discussion of MI, covering some crucial ‘themes’: (1) ways to assess and deal with measurement non-invariance; (2) Bayesian and IRT methods employing the concept of approximate measurement invariance; and (3) new or adjusted approaches for testing MI to fit increasingly complex statistical models and specific characteristics of survey data. The special issue started with a kick-off meeting where all potential contributors shared ideas on potential papers. This expert workshop was organized at Utrecht University in The Netherlands and was funded by the Netherlands Organization for Scientific Research (NWO-VENI-451-11-008). After the kick-off meeting the authors submitted their papers, all of which were reviewed by experts in the field. The papers in the eBook are listed in alphabetical order, but in the editorial the papers are introduced thematically. Although it is impossible to cover all areas of relevant research in the field of MI, papers in this eBook provide insight on important aspects of measurement invariance. We hope that the discussions included in this special issue will stimulate further research on MI and facilitate further discussions to support the understanding of the role of MI in multi-item surveys.

Reliability and Validity of International Large-Scale Assessment

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Publisher : Springer Nature
ISBN 13 : 3030530817
Total Pages : 279 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Reliability and Validity of International Large-Scale Assessment by : Hans Wagemaker

Download or read book Reliability and Validity of International Large-Scale Assessment written by Hans Wagemaker and published by Springer Nature. This book was released on 2020-09-03 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book describes and reviews the development of the quality control mechanisms and methodologies associated with IEA’s extensive program of educational research. A group of renowned international researchers, directly involved in the design and execution of IEA’s international large-scale assessments (ILSAs), describe the operational and quality control procedures that are employed to address the challenges associated with providing high-quality, comparable data. Throughout the now considerable history of IEA’s international large-scale assessments, establishing the quality of the data has been paramount. Research in the complex multinational context in which IEA studies operate imposes significant burdens and challenges in terms of the methodologies and technologies that have been developed to achieve the stated study goals. The demands of the twin imperatives of validity and reliability must be satisfied in the context of multiple and diverse cultures, languages, orthographies, educational structures, educational histories, and traditions. Readers will learn about IEA’s approach to such challenges, and the methods used to ensure that the quality of the data provided to policymakers and researchers can be trusted. An often neglected area of investigation, namely the consequential validity of ILSAs, is also explored, examining issues related to reporting, dissemination, and impact, including discussion of the limits of interpretation. The final chapters address the question of the influence of ILSAs on policy and reform in education, including a case study from Singapore, a country known for its outstanding levels of achievement, but which nevertheless seeks the means of continual improvement, illustrating best practice use of ILSA data.

Instrument Development in the Affective Domain

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Publisher : Springer Science & Business Media
ISBN 13 : 1461471354
Total Pages : 316 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Instrument Development in the Affective Domain by : D. Betsy McCoach

Download or read book Instrument Development in the Affective Domain written by D. Betsy McCoach and published by Springer Science & Business Media. This book was released on 2013-05-09 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether the concept being studied is job satisfaction, self-efficacy, or student motivation, values and attitudes--affective characteristics--provide crucial keys to how individuals think, learn, and behave. And not surprisingly, as measurement of these traits gains importance in the academic and corporate worlds, there is an ongoing need for valid, scientifically sound instruments. For those involved in creating self-report measures, the completely updated Third Edition of Instrument Development in the Affective Domain balances the art and science of instrument development and evaluation, covering both its conceptual and technical aspects. The book is written to be accessible with the minimum of statistical background, and reviews affective constructs from a measurement standpoint. Examples are drawn from academic and business settings for insights into design as well as the relevance of affective measures to educational and corporate testing. This systematic analysis of all phases of the design process includes: Measurement, scaling, and item-writing techniques. Validity issues: collecting evidence based on instrument content. Testing the internal structure of an instrument: exploratory and confirmatory factor analyses. Measurement invariance and other advanced methods for examining internal structure. Strengthening the validity argument: relationships to external variables. Addressing reliability issues. As a graduate course between covers and an invaluable professional tool, the Third Edition of Instrument Design in the Affective Domain will be hailed as a bedrock resource by researchers and students in psychology, education, and the social sciences, as well as human resource professionals in the corporate world.

IEA 1958-2008

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (796 download)

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Book Synopsis IEA 1958-2008 by : Elena C. Papanastasiou

Download or read book IEA 1958-2008 written by Elena C. Papanastasiou and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Approaches to Measurement Invariance

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Publisher : Routledge
ISBN 13 : 1136761128
Total Pages : 359 pages
Book Rating : 4.1/5 (367 download)

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Book Synopsis Statistical Approaches to Measurement Invariance by : Roger E. Millsap

Download or read book Statistical Approaches to Measurement Invariance written by Roger E. Millsap and published by Routledge. This book was released on 2012-03-29 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the statistical procedures used to detect measurement bias. Measurement bias is examined from a general latent variable perspective so as to accommodate different forms of testing in a variety of contexts including cognitive or clinical variables, attitudes, personality dimensions, or emotional states. Measurement models that underlie psychometric practice are described, including their strengths and limitations. Practical strategies and examples for dealing with bias detection are provided throughout. The book begins with an introduction to the general topic, followed by a review of the measurement models used in psychometric theory. Emphasis is placed on latent variable models, with introductions to classical test theory, factor analysis, and item response theory, and the controversies associated with each, being provided. Measurement invariance and bias in the context of multiple populations is defined in chapter 3 followed by chapter 4 that describes the common factor model for continuous measures in multiple populations and its use in the investigation of factorial invariance. Identification problems in confirmatory factor analysis are examined along with estimation and fit evaluation and an example using WAIS-R data. The factor analysis model for discrete measures in multiple populations with an emphasis on the specification, identification, estimation, and fit evaluation issues is addressed in the next chapter. An MMPI item data example is provided. Chapter 6 reviews both dichotomous and polytomous item response scales emphasizing estimation methods and model fit evaluation. The use of models in item response theory in evaluating invariance across multiple populations is then described, including an example that uses data from a large-scale achievement test. Chapter 8 examines item bias evaluation methods that use observed scores to match individuals and provides an example that applies item response theory to data introduced earlier in the book. The book concludes with the implications of measurement bias for the use of tests in prediction in educational or employment settings. A valuable supplement for advanced courses on psychometrics, testing, measurement, assessment, latent variable modeling, and/or quantitative methods taught in departments of psychology and education, researchers faced with considering bias in measurement will also value this book.

Handbook of Quantitative Methods for Educational Research

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Publisher : Springer Science & Business Media
ISBN 13 : 9462094047
Total Pages : 404 pages
Book Rating : 4.4/5 (62 download)

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Book Synopsis Handbook of Quantitative Methods for Educational Research by : Timothy Teo

Download or read book Handbook of Quantitative Methods for Educational Research written by Timothy Teo and published by Springer Science & Business Media. This book was released on 2014-02-07 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Bayesian Structural Equation Modeling

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Publisher : Guilford Publications
ISBN 13 : 1462547745
Total Pages : 549 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Bayesian Structural Equation Modeling by : Sarah Depaoli

Download or read book Bayesian Structural Equation Modeling written by Sarah Depaoli and published by Guilford Publications. This book was released on 2021-08-16 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers researchers a systematic and accessible introduction to using a Bayesian framework in structural equation modeling (SEM). Stand-alone chapters on each SEM model clearly explain the Bayesian form of the model and walk the reader through implementation. Engaging worked-through examples from diverse social science subfields illustrate the various modeling techniques, highlighting statistical or estimation problems that are likely to arise and describing potential solutions. For each model, instructions are provided for writing up findings for publication, including annotated sample data analysis plans and results sections. Other user-friendly features in every chapter include "Major Take-Home Points," notation glossaries, annotated suggestions for further reading, and sample code in both Mplus and R. The companion website (www.guilford.com/depaoli-materials) supplies data sets; annotated code for implementation in both Mplus and R, so that users can work within their preferred platform; and output for all of the book’s examples.

The Development of Shyness and Social Withdrawal

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Publisher : Guilford Press
ISBN 13 : 1606235230
Total Pages : 353 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis The Development of Shyness and Social Withdrawal by : Kenneth H. Rubin

Download or read book The Development of Shyness and Social Withdrawal written by Kenneth H. Rubin and published by Guilford Press. This book was released on 2010-02-18 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: While both positive and negative peer interactions have long been a focus of scientific interest, much less attention has been given to children who tend to refrain from interacting with peers. This volume brings together leading authorities to review progress in understanding the development, causes, and consequences of shyness and social withdrawal. Compelling topics include: *The interplay of biological, psychological, family, and interpersonal processes in shyness and social withdrawal from infancy through adolescence. *The impact on peer relationships and academic performance. *Links among shyness, social withdrawal, and social anxiety disorder. *The positive side of unsociability—when to "leave children alone." *Implications for clinical practice and educational interventions.

New Methods for the Analysis of Change

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Publisher : Amer Psychological Assn
ISBN 13 : 9781557987549
Total Pages : 442 pages
Book Rating : 4.9/5 (875 download)

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Book Synopsis New Methods for the Analysis of Change by : Linda M. Collins

Download or read book New Methods for the Analysis of Change written by Linda M. Collins and published by Amer Psychological Assn. This book was released on 2001-01-01 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Psychologists update the Association's 1991 with 12 studies, many from a conference held at Pennsylvania State University in 1998, and some with comments attached. The topics include differential structural equation modeling of intra-individual variability, combining auto-regressive and latent curve models, and planned missing-data designs for analyzing change. Annotation c. Book News, Inc., Portland, OR (booknews.com).

Invariant Measurement with Raters and Rating Scales

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Publisher : Routledge
ISBN 13 : 1317661591
Total Pages : 457 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Invariant Measurement with Raters and Rating Scales by : George Engelhard Jr.

Download or read book Invariant Measurement with Raters and Rating Scales written by George Engelhard Jr. and published by Routledge. This book was released on 2017-12-15 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to present methods for developing, evaluating and maintaining rater-mediated assessment systems. Rater-mediated assessments involve ratings that are assigned by raters to persons responding to constructed-response items (e.g., written essays and teacher portfolios) and other types of performance assessments. This book addresses the following topics: (1) introduction to the principles of invariant measurement, (2) application of the principles of invariant measurement to rater-mediated assessments, (3) description of the lens model for rater judgments, (4) integration of principles of invariant measurement with the lens model of cognitive processes of raters, (5) illustration of substantive and psychometric issues related to rater-mediated assessments in terms of validity, reliability, and fairness, and (6) discussion of theoretical and practical issues related to rater-mediated assessment systems. Invariant measurement is fast becoming the dominant paradigm for assessment systems around the world, and this book provides an invaluable resource for graduate students, measurement practitioners, substantive theorists in the human sciences, and other individuals interested in invariant measurement when judgments are obtained with rating scales.

Confirmatory Factor Analysis for Applied Research, Second Edition

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Publisher : Guilford Publications
ISBN 13 : 146251779X
Total Pages : 482 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Confirmatory Factor Analysis for Applied Research, Second Edition by : Timothy A. Brown

Download or read book Confirmatory Factor Analysis for Applied Research, Second Edition written by Timothy A. Brown and published by Guilford Publications. This book was released on 2015-01-07 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This accessible book has established itself as the go-to resource on confirmatory factor analysis (CFA) for its emphasis on practical and conceptual aspects rather than mathematics or formulas. Detailed, worked-through examples drawn from psychology, management, and sociology studies illustrate the procedures, pitfalls, and extensions of CFA methodology. The text shows how to formulate, program, and interpret CFA models using popular latent variable software packages (LISREL, Mplus, EQS, SAS/CALIS); understand the similarities ...

Handbook of International Large-Scale Assessment

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Publisher : CRC Press
ISBN 13 : 1439895147
Total Pages : 623 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Handbook of International Large-Scale Assessment by : Leslie Rutkowski

Download or read book Handbook of International Large-Scale Assessment written by Leslie Rutkowski and published by CRC Press. This book was released on 2013-11-12 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the 2017 AERA Division D Significant Contribution to Educational Measurement and Research Methodology Award! Technological and statistical advances, along with a strong interest in gathering more information about the state of our educational systems, have made it possible to assess more students, in more countries, more often, and in more subject domains. The Handbook of International Large-Scale Assessment: Background, Technical Issues, and Methods of Data Analysis brings together recognized scholars in the field of ILSA, behavioral statistics, and policy to develop a detailed guide that goes beyond database user manuals. After highlighting the importance of ILSA data to policy and research, the book reviews methodological aspects and features of the studies based on operational considerations, analytics, and reporting. The book then describes methods of interest to advanced graduate students, researchers, and policy analysts who have a good grounding in quantitative methods, but who are not necessarily quantitative methodologists. In addition, it provides a detailed exposition of the technical details behind these assessments, including the test design, the sampling framework, and estimation methods, with a focus on how these issues impact analysis choices.

Mplus Version 8 User's Guide

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Publisher :
ISBN 13 : 9780982998328
Total Pages : pages
Book Rating : 4.9/5 (983 download)

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Book Synopsis Mplus Version 8 User's Guide by : Linda K. Muthen

Download or read book Mplus Version 8 User's Guide written by Linda K. Muthen and published by . This book was released on 2017-04-10 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Structural Equation Modeling with Mplus

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Publisher : Routledge
ISBN 13 : 1136663460
Total Pages : 431 pages
Book Rating : 4.1/5 (366 download)

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Book Synopsis Structural Equation Modeling with Mplus by : Barbara M. Byrne

Download or read book Structural Equation Modeling with Mplus written by Barbara M. Byrne and published by Routledge. This book was released on 2013-06-17 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeled after Barbara Byrne’s other best-selling structural equation modeling (SEM) books, this practical guide reviews the basic concepts and applications of SEM using Mplus Versions 5 & 6. The author reviews SEM applications based on actual data taken from her own research. Using non-mathematical language, it is written for the novice SEM user. With each application chapter, the author "walks" the reader through all steps involved in testing the SEM model including: an explanation of the issues addressed illustrated and annotated testing of the hypothesized and post hoc models explanation and interpretation of all Mplus input and output files important caveats pertinent to the SEM application under study a description of the data and reference upon which the model was based the corresponding data and syntax files available under "Supplementary Material" below The first two chapters introduce the fundamental concepts of SEM and important basics of the Mplus program. The remaining chapters focus on SEM applications and include a variety of SEM models presented within the context of three sections: Single-group analyses, Multiple-group analyses, and other important topics, the latter of which includes the multitrait-multimethod, latent growth curve, and multilevel models. Intended for researchers, practitioners, and students who use SEM and Mplus, this book is an ideal resource for graduate level courses on SEM taught in psychology, education, business, and other social and health sciences and/or as a supplement for courses on applied statistics, multivariate statistics, intermediate or advanced statistics, and/or research design. Appropriate for those with limited exposure to SEM or Mplus, a prerequisite of basic statistics through regression analysis is recommended.

Healthy Healthcare: Empirical Occupational Health Research and Evidence-Based Practice

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Publisher : Frontiers Media SA
ISBN 13 : 2889662543
Total Pages : 106 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Healthy Healthcare: Empirical Occupational Health Research and Evidence-Based Practice by : Annet H. De Lange

Download or read book Healthy Healthcare: Empirical Occupational Health Research and Evidence-Based Practice written by Annet H. De Lange and published by Frontiers Media SA. This book was released on 2020-12-22 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Improving School Effectiveness

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Publisher : McGraw-Hill Education (UK)
ISBN 13 : 0335206875
Total Pages : 242 pages
Book Rating : 4.3/5 (352 download)

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Book Synopsis Improving School Effectiveness by : MacBeath, John

Download or read book Improving School Effectiveness written by MacBeath, John and published by McGraw-Hill Education (UK). This book was released on 2001-04-01 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work sets out to answer questions such as, what have we learned after three decades of research into school effectiveness? What can we say with confidence about how schools improve? It reviews findings from seminal international work.

Political Confidence and Democracy in Europe

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Publisher : Springer
ISBN 13 : 3319894323
Total Pages : 316 pages
Book Rating : 4.3/5 (198 download)

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Book Synopsis Political Confidence and Democracy in Europe by : Christian Schnaudt

Download or read book Political Confidence and Democracy in Europe written by Christian Schnaudt and published by Springer. This book was released on 2018-07-09 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the antecedents and consequences of citizens’ confidence in different political institutions and authorities. Its main argument states that a distinction between confidence in representative and regulative institutions and authorities is of crucial importance in order to gain novel insights into the relevance of political confidence for the viability of democratic systems. Relying on individual-level data from the European Social Survey (ESS), the author provides empirical evidence that citizens from a total of twenty-one European countries make a distinction between confidence in representative institutions and authorities and confidence in regulative institutions and authorities. Furthermore, the author shows that both types of political confidence emanate from different sources and are associated with varying consequences. Overall, these findings indicate that confidence in representative and confidence in regulative institutions and authorities establish two qualitatively different types of political confidence, each with distinct implications for the functioning and well-being of modern democracies.