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Author : Bengt Muthen
Publisher :
ISBN 13 :
Total Pages : 66 pages
Book Rating : 4.3/5 (21 download)
Download or read book Multilevel Factor Analysis of Class and Student Achievement Components written by Bengt Muthen and published by . This book was released on 1990 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ronald H. Heck
Publisher : Psychology Press
ISBN 13 : 1135678324
Total Pages : 224 pages
Book Rating : 4.1/5 (356 download)
Download or read book An Introduction to Multilevel Modeling Techniques written by Ronald H. Heck and published by Psychology Press. This book was released on 1999-11 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multilevel modelling is a data analysis method that is frequently used to investigate hierarchal data structures in educational, behavioural, health, and social sciences disciplines. Multilevel data analysis exploits data structures that cannot be adequately investigated using single-level analytic methods such as multiple regression, path analysis, and structural modelling. This text offers a comprehensive treatment of multilevel models for univariate and multivariate outcomes. It explores their similarities and differences and demonstrates why one model may be more appropriate than another, given the research objectives. -- Provided by Publisher.
Author : Ronald H. Heck
Publisher : Routledge
ISBN 13 : 0429595662
Total Pages : 388 pages
Book Rating : 4.4/5 (295 download)
Download or read book An Introduction to Multilevel Modeling Techniques written by Ronald H. Heck and published by Routledge. This book was released on 2020-03-24 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multilevel modelling is a data analysis method that is frequently used to investigate hierarchal data structures in educational, behavioural, health, and social sciences disciplines. Multilevel data analysis exploits data structures that cannot be adequately investigated using single-level analytic methods such as multiple regression, path analysis, and structural modelling. This text offers a comprehensive treatment of multilevel models for univariate and multivariate outcomes. It explores their similarities and differences and demonstrates why one model may be more appropriate than another, given the research objectives. New to this edition: An expanded focus on the nature of different types of multilevel data structures (e.g., cross-sectional, longitudinal, cross-classified, etc.) for addressing specific research goals; Varied modelling methods for examining longitudinal data including random-effect and fixed-effect approaches; Expanded coverage illustrating different model-building sequences and how to use results to identify possible model improvements; An expanded set of applied examples used throughout the text; Use of four different software packages (i.e., Mplus, R, SPSS, Stata), with selected examples of model-building input files included in the chapter appendices and a more complete set of files available online. This is an ideal text for graduate courses on multilevel, longitudinal, latent variable modelling, multivariate statistics, or advanced quantitative techniques taught in psychology, business, education, health, and sociology. Recommended prerequisites are introductory univariate and multivariate statistics.
Author :
Publisher :
ISBN 13 :
Total Pages : 1032 pages
Book Rating : 4.3/5 (91 download)
Download or read book Resources in Education written by and published by . This book was released on 1997 with total page 1032 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Clifton F. Conrad
Publisher : SAGE
ISBN 13 : 9781412906401
Total Pages : 632 pages
Book Rating : 4.9/5 (64 download)
Download or read book The SAGE Handbook for Research in Education written by Clifton F. Conrad and published by SAGE. This book was released on 2006 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research is increasingly becoming more influential in the field of education and this Handbook brings together a range of top academic experts who represent diverse fields within and outside of education, as well as quantitative, qualitative, and mixed method approaches to provide an upto- date, advanced analysis of all relevant issues involved in educational research. The Handbook is written in lively, welcoming prose and central to the handbook is an intention to encourage and help researchers place ideas at the epicenter of inquiry. In addition explicit discussion of the fundamental challenges that researchers must consciously address throughout their inquiry are identified and solutions provided to help future researchers overcome similar obstacles.
Author : Kaitai Fang
Publisher : World Scientific
ISBN 13 : 9812567763
Total Pages : 470 pages
Book Rating : 4.8/5 (125 download)
Download or read book Contemporary Multivariate Analysis and Design of Experiments written by Kaitai Fang and published by World Scientific. This book was released on 2005 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Index. Subject index -- Author index
Author : Gordon Hodson
Publisher : Psychology Press
ISBN 13 : 1136213899
Total Pages : 338 pages
Book Rating : 4.1/5 (362 download)
Download or read book Advances in Intergroup Contact written by Gordon Hodson and published by Psychology Press. This book was released on 2012-10-12 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intergroup contact remains one of the most effective means to reduce prejudice and conflict between groups. The past decade has witnessed a dramatic resurgence of interest in this time-tested phenomenon, with researchers now focusing on understanding when, why, and for whom contact does (and does not) work. This new volume focuses on one of the hottest topics in the social sciences: prejudice. Covering not only basic principles but cutting-edge findings and theoretical directions, key questions surrounding this subject are addressed, such as: how perceptions of other groups lead to anxiety and avoidance; how cross-group contact influences the development of prejudice in children; whether highly-prejudiced people benefit from contact; how status and power influence the effectiveness of contact. In addition to exploring methodological challenges facing contact researchers, attention is devoted to prejudice interventions that are rooted in our understanding of contact effects. These range from zero-acquaintance contact to intimate cross-group friendships, and even involve simulated contact experiences. This volume draws together world-renowned experts in prejudice and intergroup contact to provide a long-awaited update on the state of affairs in intergroup contact research. As well as synthesizing and integrating the key topics, it also provides possible new directions for future research. Given the prominence of contact as a powerful prejudice-reduction tool, this book is a must-read for students and scholars of social psychology and sociology, as well as policy-makers and practitioners.
Author : Viktor Dörfler
Publisher : Edward Elgar Publishing
ISBN 13 : 1786439654
Total Pages : 401 pages
Book Rating : 4.7/5 (864 download)
Download or read book Handbook of Research Methods on Creativity written by Viktor Dörfler and published by Edward Elgar Publishing. This book was released on 2020-07-31 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook offers an insightful journey through the landscape of research methods used to study the phenomenon of creativity. Offering a methodological panorama for the global community of creativity researchers, contributors provide markers and waypoints to better orient scholars and encourage reflection on how one might produce exceptional research on the burgeoning field of creativity.
Author : Joop J. Hox
Publisher : Routledge
ISBN 13 : 1317308689
Total Pages : 348 pages
Book Rating : 4.3/5 (173 download)
Download or read book Multilevel Analysis written by Joop J. Hox and published by Routledge. This book was released on 2017-09-14 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applauded for its clarity, this accessible introduction helps readers apply multilevel techniques to their research. The book also includes advanced extensions, making it useful as both an introduction for students and as a reference for researchers. Basic models and examples are discussed in nontechnical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines including psychology, education, public health, and sociology. Readers are introduced to a general framework on multilevel modeling which covers both observed and latent variables in the same model, while most other books focus on observed variables. In addition, Bayesian estimation is introduced and applied using accessible software.
Author : Susanne Kuger
Publisher : Springer
ISBN 13 : 3319453572
Total Pages : 486 pages
Book Rating : 4.3/5 (194 download)
Download or read book Assessing Contexts of Learning written by Susanne Kuger and published by Springer. This book was released on 2016-12-05 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together educational effectiveness research and international large-scale assessments, demonstrating how the two fields can be applied to inspire and improve each other, and providing readers direct links to instruments that cover a broad range of topics and have been shown to work in more than 70 countries. The book’s initial chapters introduce and summarize recent discussions and developments in the conceptualization, implementation, and evaluation of international large-scale context assessments and provide an outlook on possible future developments. Subsequently, three thematic sections – “Student Background”, “Outcomes of Education Beyond Achievement”, and “Learning in Schools” – each present a series of chapters that provide the conceptual background for a wide range of important topics in education research, policy, and practice. Each chapter defines a conceptual framework that relates recent findings in the educational effectiveness research literature to current issues in education policy and practice. These frameworks were used to develop interesting and relevant indicators that may be used for meaningful reporting from international assessments, other cross-cultural research, or national studies. Using the example of one particular survey (the Programme for International Student Assessment (PISA 2015)), this volume links all theoretical considerations to fully developed questionnaire material that was field trailed and evaluated in questionnaires for students and their parents as well as teachers and principals in their schools. The primary purposes of this book are to inform readers about how education effectiveness research and international large-scale assessments are already interacting to inform research and policymaking; to identify areas where a closer collaboration of both fields or input from other areas could further improve this work; to provide sound theoretical frameworks for future work in both fields; and finally to relate these theoretical debates to currently available and evaluated material for future context assessments.
Author : Wim J. van der Linden
Publisher : CRC Press
ISBN 13 : 1315356902
Total Pages : 785 pages
Book Rating : 4.3/5 (153 download)
Download or read book Handbook of Item Response Theory written by Wim J. van der Linden and published by CRC Press. This book was released on 2016-10-14 with total page 785 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume One: Models presents all major item response models. This first volume in a three-volume set covers many model developments that have occurred in item response theory (IRT) during the last 20 years. It describes models for different response formats or response processes, the need of deeper parameterization due to a multilevel or hierarchical structure of the response data, and other extensions and insights. In Volume One, all chapters have a common format with each chapter focusing on one family of models or modeling approach. An introductory section in every chapter includes some history of the model and a motivation of its relevance. Subsequent sections present the model more formally, treat the estimation of its parameters, show how to evaluate its fit to empirical data, illustrate the use of the model through an empirical example, and discuss further applications and remaining research issues.
Author : Michael Eid
Publisher : Guilford Publications
ISBN 13 : 1462555713
Total Pages : 378 pages
Book Rating : 4.4/5 (625 download)
Download or read book Structural Equation Modeling of Multiple Rater Data written by Michael Eid and published by Guilford Publications. This book was released on 2024-10-15 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of multiple raters can improve the validity of conclusions made on self- (and other) reports of emotions, attitudes, goals, and self-perceptions of personality. Yet analyzing these ratings requires special psychometric models that take into account the specific nature of these data. From leading authorities, this book offers the first comprehensive introduction to structural equation modeling (SEM) of multiple rater data. Rather than taking a one-size-fits-all approach, the book shows how the choice of a model should be guided by measurement design and purpose. Practical recommendations are provided for selecting suitable measurement designs, raters, and psychometric models. Models for different combinations of rater types and for cross-sectional as well as longitudinal research designs are described step by step, with a strong emphasis on the substantive meaning of the latent variables in the models. User-friendly features include equation boxes, application boxes, and a companion website with Mplus and lavaan code for the book’s examples.
Author : Oi-Man Kwok
Publisher : Frontiers Media SA
ISBN 13 : 2889457435
Total Pages : 251 pages
Book Rating : 4.8/5 (894 download)
Download or read book Recent Advancements in Structural Equation Modeling (SEM): From Both Methodological and Application Perspectives written by Oi-Man Kwok and published by Frontiers Media SA. This book was released on 2019-02-08 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural equation modeling (SEM) is becoming the central and one of the most popular analytical tools in the social sciences. Many classical and modern statistical techniques such as regression analysis, path analysis, confirmatory factor analysis, and models with both measurement and structural components have been shown to fall under the umbrella of SEM. Thus, the flexibility of SEM makes it applicable to many research designs, including experimental and non-experimental data, cross-sectional and longitudinal data, and multiple-group and multilevel data. In this eBook, you will find 19 cutting-edge papers from the Research Topic: Recent Advancements in Structural Equation Modeling (SEM). These 19 papers cover a wide variety of topics related to SEM, including: (a) analysis of different types of data (from cross-sectional data with floor effects to complex survey data and longitudinal data); (b) measurement-related issues (from the development of new scale to the evaluation of person fit and new ways to test measurement invariance); and (c) technical advancement and software development. We hope that the readers will gain new perspectives and be able to apply some of the new techniques and models discussed in these 19 papers.
Author : Ronald H. Heck
Publisher : Routledge
ISBN 13 : 1135627215
Total Pages : 475 pages
Book Rating : 4.1/5 (356 download)
Download or read book Studying Educational and Social Policy written by Ronald H. Heck and published by Routledge. This book was released on 2004-07-19 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: The overall purpose of this text is to introduce beginning researchers to the study of educational and social policy, how it has been examined from a scholarly perspective, and the salient issues to consider in conceptualizing and conducting policy research. The emphasis is on "introduce," as the various policy fields within the public sector (for example, education, energy, health, labor) are much too diverse to include in depth in a single volume on theoretical concepts and research methods. The focus is not so much on the substance of policymaking as on understanding the interplay between how policy is made and implemented and the various conceptual approaches and methods researchers can use to frame and conduct policy studies. The underlying assumption is that a critique of the substantive, theoretical, and methodological issues involved in studying policy can help researchers conduct policy studies that are more informative in guiding policy development and more effective in assessing the impact of policy reforms. *Part I acquaints readers with substantive issues and challenges related to the study of the policy process, and includes chapters on federalism and policymaking, and on studying policy development, implementation, and impact. *Part II examines different conceptual frameworks and theories for the study of policy, with chapters on political culture and policymaking, the punctuated-equilibrium theory and the advocacy coalition framework, economic and organizational perspectives, and new approaches (e.g., feminism, critical theory, postmodernism). *Part III focuses research methods for studying policy, covering research design, qualitative methods, multilevel methods for policy research, and growth modeling methods for examining policy change. *Part IV compares the diversity of approaches used by policy scholars with respect to their strengths and weaknesses, and presents a number of issues for further consideration in conducting policy research. This introduction to theories and methods of conducting policy research is intended to give prospective researchers an appreciation of the relationship among policy problems, empirical methods, and practice, and to contribute to building their skills in conceptualizing and conducting policy research that answers important questions. The text includes examples of studies to illustrate the diversity of methodological techniques, and discusses issues related to the design and conduct of original educational policy studies. Studying Educational and Social Policy: Theoretical Concepts and Research Methods is designed primarily for graduate courses in educational policy and educational research and is appropriate as well for research methodology courses in other disciplines, including statistics and research methodology in the social sciences, organizational studies, public policy, and political science
Author : Louise Grinstein
Publisher : Routledge
ISBN 13 : 1136787224
Total Pages : 911 pages
Book Rating : 4.1/5 (367 download)
Download or read book Encyclopedia of Mathematics Education written by Louise Grinstein and published by Routledge. This book was released on 2001-03-15 with total page 911 pages. Available in PDF, EPUB and Kindle. Book excerpt: This single-volume reference is designed for readers and researchers investigating national and international aspects of mathematics education at the elementary, secondary, and post-secondary levels. It contains more than 400 entries, arranged alphabetically by headings of greatest pertinence to mathematics education. The scope is comprehensive, encompassing all major areas of mathematics education, including assessment, content and instructional procedures, curriculum, enrichment, international comparisons, and psychology of learning and instruction.
Author : George A. Marcoulides
Publisher : Psychology Press
ISBN 13 : 113568412X
Total Pages : 479 pages
Book Rating : 4.1/5 (356 download)
Download or read book Modern Methods for Business Research written by George A. Marcoulides and published by Psychology Press. This book was released on 1998-03-01 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume introduces the latest popular methods for conducting business research. The goal of each chapter author--a leading authority in a particular subject area--is to provide an understanding of each method with a minimum of mathematical derivations. The chapters are organized within three general interrelated topics--Measurement, Decision Analysis, and Modeling. The chapters on measurement discuss generalizability theory, latent trait and latent class models, and multi-faceted Rasch modeling. The chapters on decision analysis feature applied location theory models, data envelopment analysis, and heuristic search procedures. The chapters on modeling examine exploratory and confirmatory factor analysis, dynamic factor analysis, partial least squares and structural equation modeling, multilevel data analysis, modeling of longitudinal data by latent growth curve methods and structures, and configural models of longitudinal categorical data.
Author : Michele J. Gelfand
Publisher : Oxford University Press, USA
ISBN 13 : 0190218975
Total Pages : 359 pages
Book Rating : 4.1/5 (92 download)
Download or read book Handbook of Advances in Culture and Psychology, Volume 5 written by Michele J. Gelfand and published by Oxford University Press, USA. This book was released on 2015 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of culture and psychology is one of the fastest growing areas in the social sciences. The Handbook of Advances in Culture and Psychology, Volume 5 belongs to an annual series that is the first to offer state-of-the-art reviews of scholarly research programs in this burgeoning field.
