Multilevel Factor Analysis of Class and Student Achievement Components PDF Download
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Author: Bengt Muthen
Publisher:
ISBN:
Category : Achievement tests
Languages : en
Pages : 66
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Book Description
Author: Bengt Muthen
Publisher:
ISBN:
Category : Achievement tests
Languages : en
Pages : 66
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Book Description
Author: Ronald H. Heck
Publisher: Routledge
ISBN: 0429595662
Category : Psychology
Languages : en
Pages : 388
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Book Description
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: Ronald H. Heck
Publisher: Psychology Press
ISBN: 1135678324
Category : Computers
Languages : en
Pages : 224
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Book Description
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: Joop J. Hox
Publisher: Routledge
ISBN: 1317308689
Category : Psychology
Languages : en
Pages : 348
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Book Description
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:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 1032
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Book Description
Author: Clifton F. Conrad
Publisher: SAGE
ISBN: 9781412906401
Category : Education
Languages : en
Pages : 632
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Book Description
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: 9812567763
Category : Mathematics
Languages : en
Pages : 470
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Book Description
Index. Subject index -- Author index
Author: Gordon Hodson
Publisher: Psychology Press
ISBN: 1136213899
Category : Psychology
Languages : en
Pages : 338
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Book Description
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: 1786439654
Category : Business & Economics
Languages : en
Pages : 400
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Book Description
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: Susanne Kuger
Publisher: Springer
ISBN: 3319453572
Category : Education
Languages : en
Pages : 486
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Book Description
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.
