Examining Variation In Effects Of Student Mobility Using Cross Classified Multiple Membership Modeling

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Methodological Advances in Educational Effectiveness Research

Author : Bert Creemers
Publisher : Routledge
ISBN 13 : 1136966315
Total Pages : 522 pages
Book Rating : 4.1/5 (369 download)

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Book Synopsis Methodological Advances in Educational Effectiveness Research by : Bert Creemers

Download or read book Methodological Advances in Educational Effectiveness Research written by Bert Creemers and published by Routledge. This book was released on 2010-04-26 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methodological Advances in Educational Effectiveness Research is an important new work by some of the leading researchers in the field of Educational Effectiveness Research (EER). The book provides a state of the art snapshot of the methodology of EER now and clearly demonstrates the way it is applied in both research and evaluation. It shows how developments in the research methodology area such as the use of multilevel modelling approaches to analyse nested data have promoted the knowledge-base of educational effectiveness. But at the same time, as the authors show, the knowledge-base of educational effectiveness and the attempt to establish theoretical models do paradoxically challenge the development of methodologically appropriate studies including ways of analysing data. Guiding readers though the effective and appropriate use in educational effectiveness of: Longitudinal Studies Experimental Studies Mixed Research Methods Meta-analyses of effectiveness studies Using IRT to measure outcomes and factors Using Generalisability Theory to test the quality of data Multilevel modelling , and Structural Equation Modelling Techniques The authors draw in the expertise of scholars from around the world to show the mathematical background of each technique, the current and future applications, and Specific examples of applying this orientation to help the readers design their own effectiveness studies using specific methodological tools.

Advances in Multilevel Modeling for Educational Research

Author : Jeffrey R. Harring
Publisher : IAP
ISBN 13 : 1681233290
Total Pages : 413 pages
Book Rating : 4.6/5 (812 download)

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Book Synopsis Advances in Multilevel Modeling for Educational Research by : Jeffrey R. Harring

Download or read book Advances in Multilevel Modeling for Educational Research written by Jeffrey R. Harring and published by IAP. This book was released on 2015-12-01 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: The significance that practitioners are placing on the use of multilevel models is undeniable as researchers want to both accurately partition variance stemming from complex sampling designs and understand relations within and between variables describing the hierarchical levels of these nested data structures. Simply scan the applied literature and one can see evidence of this trend by noticing the number of articles adopting multilevel models as their primary modeling framework. Helping to drive the popularity of their use, governmental funding agencies continue to advocate the use of multilevel models as part of a comprehensive analytic strategy for conducting rigorous and relevant research to improve our nation’s education system. Advances in Multilevel Modeling for Educational Research: Addressing Practical Issues Found in Real?World Applications is a resource intended for advanced graduate students, faculty and/or researchers interested in multilevel data analysis, especially in education, social and behavioral sciences. The chapters are written by prominent methodological researchers across diverse research domains such as educational statistics, quantitative psychology, and psychometrics. Each chapter exposes the reader to some of the latest methodological innovations, refinements and state?of?the?art developments and perspectives in the analysis of multilevel data including current best practices of standard techniques. We believe this volume will be particularly appealing to researchers in domains including but not limited to: educational policy and administration, educational psychology including school psychology and special education, and clinical psychology. In fact, we believe this volume will be a desirable resource for any research area that uses hierarchically nested data. The book will likely be attractive to applied and methodological researchers in several professional organizations such as the American Educational Research Association (AERA), the American Psychological Association (APA), the American Psychological Society (APS), the Society for Research on Educational Effectiveness (SREE), and other related organizations.

An Introduction to Multilevel Modeling Techniques

Author : Ronald H. Heck
Publisher : Routledge
ISBN 13 : 0429595662
Total Pages : 388 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis An Introduction to Multilevel Modeling Techniques by : Ronald H. Heck

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.

Transitions

Author : Stuart Karabenick
Publisher : Emerald Group Publishing
ISBN 13 : 1781902917
Total Pages : 299 pages
Book Rating : 4.7/5 (819 download)

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Book Synopsis Transitions by : Stuart Karabenick

Download or read book Transitions written by Stuart Karabenick and published by Emerald Group Publishing. This book was released on 2012-11-14 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focuses on the "Transitions" that take place at major points of potential discontinuity in students' developmental trajectories and across contexts at a given time point. In this title, development literature has examined how children's motivation and achievement are affected by the shift from pre-school to school.

School Effectiveness and Improvement Research, Policy and Practice

Author : Christopher Chapman
Publisher : Routledge
ISBN 13 : 1136487468
Total Pages : 327 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis School Effectiveness and Improvement Research, Policy and Practice by : Christopher Chapman

Download or read book School Effectiveness and Improvement Research, Policy and Practice written by Christopher Chapman and published by Routledge. This book was released on 2012-03-12 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a contemporary overview of school effectiveness and improvement. It charts the development theory and research in this area and looks at the contribution made to policy and practice. It also challenges some assumptions that have become ingrained into the theoretical and methodological traditions of the field. By challenging these orthodoxies, it provides a framework that sets a new agenda and repositions the field to meet the emerging challenges of the twenty-first century. It argues that traditional measures of school effectiveness are challenged as systems have attempted to adapt to a complex range of emerging agendas. New theoretical perspectives are required which consider 'education' and a 'broader set of outcomes'. This shift requires a rethink of how effectiveness and improvement have been understood by the field, and a reconstruction by policy makers and practitioners. Attention must be given to promoting equity as well as effectiveness so that one school or student's gain no longer means another's loss. The field must develop new methodologies if inequities are to be challenged and a broader set of outcome measures are to be developed. The two questions guiding this book are: How can educational effectiveness and improvement research and practice support the development of a more equitable education service? What are the key indicators of educational effectiveness and improvement and what are the new methodologies required to facilitate a shift from 'school' effectiveness and improvement to 'educational' effectiveness and improvement? This book uses lenses of research, policy and practice to explore these key questions and articulate what such a repositioning may look like and how it may be achieved. It will prove invaluable for teachers, school leaders and anyone involved in policy and educational research.

Multilevel and Longitudinal Modeling with IBM SPSS

Author : Ronald H. Heck
Publisher : Taylor & Francis
ISBN 13 : 1000522210
Total Pages : 495 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Multilevel and Longitudinal Modeling with IBM SPSS by : Ronald H. Heck

Download or read book Multilevel and Longitudinal Modeling with IBM SPSS written by Ronald H. Heck and published by Taylor & Francis. This book was released on 2022-04-11 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multilevel and Longitudinal Modeling with IBM SPSS, Third Edition, demonstrates how to use the multilevel and longitudinal modeling techniques available in IBM SPSS Versions 25-27. Annotated screenshots with all relevant output provide readers with a step-by-step understanding of each technique as they are shown how to navigate the program. Throughout, diagnostic tools, data management issues, and related graphics are introduced. SPSS commands show the flow of the menu structure and how to facilitate model building, while annotated syntax is also available for those who prefer this approach. Extended examples illustrating the logic of model development and evaluation are included throughout the book, demonstrating the context and rationale of the research questions and the steps around which the analyses are structured. The book opens with the conceptual and methodological issues associated with multilevel and longitudinal modeling, followed by a discussion of SPSS data management techniques that facilitate working with multilevel, longitudinal, or cross-classified data sets. The next few chapters introduce the basics of multilevel modeling, developing a multilevel model, extensions of the basic two-level model (e.g., three-level models, models for binary and ordinal outcomes), and troubleshooting techniques for everyday-use programming and modeling problems along with potential solutions. Models for investigating individual and organizational change are next developed, followed by models with multivariate outcomes and, finally, models with cross-classified and multiple membership data structures. The book concludes with thoughts about ways to expand on the various multilevel and longitudinal modeling techniques introduced and issues (e.g., missing data, sample weights) to keep in mind in conducting multilevel analyses. Key features of the third edition: Thoroughly updated throughout to reflect IBM SPSS Versions 26-27. Introduction to fixed-effects regression for examining change over time where random-effects modeling may not be an optimal choice. Additional treatment of key topics specifically aligned with multilevel modeling (e.g., models with binary and ordinal outcomes). Expanded coverage of models with cross-classified and multiple membership data structures. Added discussion on model checking for improvement (e.g., examining residuals, locating outliers). Further discussion of alternatives for dealing with missing data and the use of sample weights within multilevel data structures. Supported by online data sets, the book's practical approach makes it an essential text for graduate-level courses on multilevel, longitudinal, latent variable modeling, multivariate statistics, or advanced quantitative techniques taught in departments of business, education, health, psychology, and sociology. The book will also prove appealing to researchers in these fields. The book is designed to provide an excellent supplement to Heck and Thomas's An Introduction to Multilevel Modeling Techniques, Fourth Edition; however, it can also be used with any multilevel or longitudinal modeling book or as a stand-alone text.

Globalisation and Leadership in Schools

Author : Joseph Zajda
Publisher : Springer Nature
ISBN 13 : 3031532236
Total Pages : 239 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Globalisation and Leadership in Schools by : Joseph Zajda

Download or read book Globalisation and Leadership in Schools written by Joseph Zajda and published by Springer Nature. This book was released on with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multilevel Analysis

Author : Tom A B Snijders
Publisher : SAGE
ISBN 13 : 1446289605
Total Pages : 370 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Multilevel Analysis by : Tom A B Snijders

Download or read book Multilevel Analysis written by Tom A B Snijders and published by SAGE. This book was released on 2011-10-30 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Second Edition of this classic text introduces the main methods, techniques and issues involved in carrying out multilevel modeling and analysis. Snijders and Bosker′s book is an applied, authoritative and accessible introduction to the topic, providing readers with a clear conceptual and practical understanding of all the main issues involved in designing multilevel studies and conducting multilevel analysis. This book provides step-by-step coverage of: • multilevel theories • ecological fallacies • the hierarchical linear model • testing and model specification • heteroscedasticity • study designs • longitudinal data • multivariate multilevel models • discrete dependent variables There are also new chapters on: • missing data • multilevel modeling and survey weights • Bayesian and MCMC estimation and latent-class models. This book has been comprehensively revised and updated since the last edition, and now discusses modeling using HLM, MLwiN, SAS, Stata including GLLAMM, R, SPSS, Mplus, WinBugs, Latent Gold, and SuperMix. This is a must-have text for any student, teacher or researcher with an interest in conducting or understanding multilevel analysis. Tom A.B. Snijders is Professor of Statistics in the Social Sciences at the University of Oxford and Professor of Statistics and Methodology at the University of Groningen. Roel J. Bosker is Professor of Education and Director of GION, Groningen Institute for Educational Research, at the University of Groningen.

Journal of Research on Organization in Education

Author : Curt M. Adams
Publisher : IAP
ISBN 13 : 1681239817
Total Pages : 118 pages
Book Rating : 4.6/5 (812 download)

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Book Synopsis Journal of Research on Organization in Education by : Curt M. Adams

Download or read book Journal of Research on Organization in Education written by Curt M. Adams and published by IAP. This book was released on 2017-08-01 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: The JROE represents a new forum for advancing, integrating, and challenging the theory and body of evidence surrounding the organization of education. Committed to scientific empiricism, this journal's editors and editorial board seek to coalesce and vitalize decades of theoretical work and research that holds promise for our understanding and improvement of organizations, especially, but not only, schools. The development and testing of a body of middle?range theory is facilitated by the availability of longitudinal and hierarchical analytical techniques, model?building, and experimental simulation research approaches, all potentially signaling a new era of theoretical possibility. Increasingly, a new generation of researchers studying education organization is prepared to exploit the power of these tools. JROE can serve as scaffold for holding more precise empirical evidence and orienting it toward theorybuilding.

Hierarchical Linear Models

Author : Stephen W. Raudenbush
Publisher : SAGE
ISBN 13 : 9780761919049
Total Pages : 520 pages
Book Rating : 4.9/5 (19 download)

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Book Synopsis Hierarchical Linear Models by : Stephen W. Raudenbush

Download or read book Hierarchical Linear Models written by Stephen W. Raudenbush and published by SAGE. This book was released on 2002 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: New edition of a text in which Raudenbush (U. of Michigan) and Bryk (sociology, U. of Chicago) provide examples, explanations, and illustrations of the theory and use of hierarchical linear models (HLM). New material in Part I (Logic) includes information on multivariate growth models and other topics.

Nursing Staff in Hospitals and Nursing Homes

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309175704
Total Pages : 558 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Nursing Staff in Hospitals and Nursing Homes by : Institute of Medicine

Download or read book Nursing Staff in Hospitals and Nursing Homes written by Institute of Medicine and published by National Academies Press. This book was released on 1996-03-27 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hospitals and nursing homes are responding to changes in the health care system by modifying staffing levels and the mix of nursing personnel. But do these changes endanger the quality of patient care? Do nursing staff suffer increased rates of injury, illness, or stress because of changing workplace demands? These questions are addressed in Nursing Staff in Hospitals and Nursing Homes, a thorough and authoritative look at today's health care system that also takes a long-term view of staffing needs for nursing as the nation moves into the next century. The committee draws fundamental conclusions about the evolving role of nurses in hospitals and nursing homes and presents recommendations about staffing decisions, nursing training, measurement of quality, reimbursement, and other areas. The volume also discusses work-related injuries, violence toward and abuse of nursing staffs, and stress among nursing personnelâ€"and examines whether these problems are related to staffing levels. Included is a readable overview of the underlying trends in health care that have given rise to urgent questions about nurse staffing: population changes, budget pressures, and the introduction of new technologies. Nursing Staff in Hospitals and Nursing Homes provides a straightforward examination of complex and sensitive issues surround the role and value of nursing on our health care system.

Student Mobility

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309153395
Total Pages : 93 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Student Mobility by : Institute of Medicine

Download or read book Student Mobility written by Institute of Medicine and published by National Academies Press. This book was released on 2010-04-09 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many low-income families struggle with stable housing and frequently have to move due to foreclosures, rent increases, or other financial setbacks. Children in these families can experience lasting negative effects, especially those who are young and still developing basic learning and social skills. A joint NRC-IOM committee held a workshop in June 2009 to examine these issues, highlight patterns in current research, and discuss how to develop a support system for at-risk children.

Modeling Binary Correlated Responses using SAS, SPSS and R

Author : Jeffrey R. Wilson
Publisher : Springer
ISBN 13 : 3319238051
Total Pages : 283 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Modeling Binary Correlated Responses using SAS, SPSS and R by : Jeffrey R. Wilson

Download or read book Modeling Binary Correlated Responses using SAS, SPSS and R written by Jeffrey R. Wilson and published by Springer. This book was released on 2015-10-12 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical tools to analyze correlated binary data are spread out in the existing literature. This book makes these tools accessible to practitioners in a single volume. Chapters cover recently developed statistical tools and statistical packages that are tailored to analyzing correlated binary data. The authors showcase both traditional and new methods for application to health-related research. Data and computer programs will be publicly available in order for readers to replicate model development, but learning a new statistical language is not necessary with this book. The inclusion of code for R, SAS, and SPSS allows for easy implementation by readers. For readers interested in learning more about the languages, though, there are short tutorials in the appendix. Accompanying data sets are available for download through the book s website. Data analysis presented in each chapter will provide step-by-step instructions so these new methods can be readily applied to projects. Researchers and graduate students in Statistics, Epidemiology, and Public Health will find this book particularly useful.

Multilevel Statistical Models

Author : Harvey Goldstein
Publisher : Wiley
ISBN 13 : 9780470689363
Total Pages : 320 pages
Book Rating : 4.6/5 (893 download)

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Book Synopsis Multilevel Statistical Models by : Harvey Goldstein

Download or read book Multilevel Statistical Models written by Harvey Goldstein and published by Wiley. This book was released on 2009-12-15 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evaluating Value-added Models for Teacher Accountability

Author : Daniel F. McCaffrey
Publisher : Rand Corporation
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Evaluating Value-added Models for Teacher Accountability by : Daniel F. McCaffrey

Download or read book Evaluating Value-added Models for Teacher Accountability written by Daniel F. McCaffrey and published by Rand Corporation. This book was released on 2003 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does value-added modeling (VAM) demonstrate the importance of teachers to student outcomes? The authors clarify the primary questions raised by VAM for measuring teacher effects, review the most important recent applications of VAM, and discuss a variety of statistical and measurement issues that might affect the validity of VAM inferences. The authors identify numerous possible sources of error and bias in teacher effects and recommend a number of steps for future research into these potential errors.

Handbook of Politics

Author : Kevin T. Leicht
Publisher : Springer Science & Business Media
ISBN 13 : 0387689303
Total Pages : 676 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Handbook of Politics by : Kevin T. Leicht

Download or read book Handbook of Politics written by Kevin T. Leicht and published by Springer Science & Business Media. This book was released on 2009-11-28 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: Political sociology is the interdisciplinary study of power and the intersection of personality, society and politics. The field also examines how the political process is affected by major social trends as well as exploring how social policies are altered by various social forces. Political sociologists increasingly use a wide variety of relatively new quantitative and qualitative methodologies and incorporate theories and research from other social science cognate disciplines. The contributors focus on the current controversies and disagreements surrounding the use of different methodologies for the study of politics and society, and discussions of specific applications found in the widely scattered literature where substantive research in the field is published. This approach will solidly place the handbook in a market niche that is not occupied by the current volumes while also covering many of the same theoretical and historical developments that the other volumes cover. The purpose of this handbook is to summarize state-of-the-art theory, research, and methods used in the study of politics and society. This area of research encompasses a wide variety of perspectives and methods that span social science disciplines. The handbook is designed to reflect that diversity in content, method and focus. In addition, it will cover developments in the developed and underdeveloped worlds.

Handbook of Advanced Multilevel Analysis

Author : Joop Hox
Publisher : Routledge
ISBN 13 : 1136951261
Total Pages : 698 pages
Book Rating : 4.1/5 (369 download)

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Book Synopsis Handbook of Advanced Multilevel Analysis by : Joop Hox

Download or read book Handbook of Advanced Multilevel Analysis written by Joop Hox and published by Routledge. This book was released on 2011-01-11 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new handbook is the definitive resource on advanced topics related to multilevel analysis. The editors assembled the top minds in the field to address the latest applications of multilevel modeling as well as the specific difficulties and methodological problems that are becoming more common as more complicated models are developed. Each chapter features examples that use actual datasets. These datasets, as well as the code to run the models, are available on the book’s website http://www.hlm-online.com . Each chapter includes an introduction that sets the stage for the material to come and a conclusion. Divided into five sections, the first provides a broad introduction to the field that serves as a framework for understanding the latter chapters. Part 2 focuses on multilevel latent variable modeling including item response theory and mixture modeling. Section 3 addresses models used for longitudinal data including growth curve and structural equation modeling. Special estimation problems are examined in section 4 including the difficulties involved in estimating survival analysis, Bayesian estimation, bootstrapping, multiple imputation, and complicated models, including generalized linear models, optimal design in multilevel models, and more. The book’s concluding section focuses on statistical design issues encountered when doing multilevel modeling including nested designs, analyzing cross-classified models, and dyadic data analysis. Intended for methodologists, statisticians, and researchers in a variety of fields including psychology, education, and the social and health sciences, this handbook also serves as an excellent text for graduate and PhD level courses in multilevel modeling. A basic knowledge of multilevel modeling is assumed.