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| Author | : Katherine J. Klein |
| Publisher | : Pfeiffer |
| Total Pages | : 648 |
| Release | : 2000 |
| Genre | : Business & Economics |
| ISBN | : |
This study on multilevel analysis cuts through the confusion surrounding the development and testing of multilevel theories. It illuminates processes and effects within organisations, synthesising and updating current theory.
| Author | : Stephen E. Humphrey |
| Publisher | : American Psychological Association (APA) |
| Total Pages | : 0 |
| Release | : 2019 |
| Genre | : Business & Economics |
| ISBN | : 9781433830013 |
This handbook shows scholars how to conduct multilevel research. Chapters discuss the importance of context, dynamics, and complexity, and guide readers through the nuances of research design and analysis
| Author | : Emmanuel Lazega |
| Publisher | : Springer |
| Total Pages | : 375 |
| Release | : 2015-12-16 |
| Genre | : Social Science |
| ISBN | : 3319245201 |
This volume provides new insights into the functioning of organizational, managerial and market societies. Multilevel analysis and social network analysis are described and the authors show how they can be combined in developing the theory, methods and empirical applications of the social sciences. This book maps out the development of multilevel reasoning and shows how it can explain behavior, through two different ways of contextualizing it. First, by identifying levels of influence on behavior and different aggregations of actors and behavior, and complex interactions between context and behavior. Second, by identifying different levels as truly different systems of agency: such levels of agency can be examined separately and jointly since the link between them is affiliation of members of one level to collective actors at the superior level. It is by combining these approaches that this work offers new insights. New case studies and datasets that explore new avenues of theorizing and new applications of methodology are presented. This book will be useful as a reference work for all social scientists, economists and historians who use network analyses and multilevel statistical analyses. Philosophers interested in the philosophy of science or epistemology will also find this book valuable.
| Author | : Peer C. Fiss |
| Publisher | : Emerald Group Publishing |
| Total Pages | : 340 |
| Release | : 2013-05-02 |
| Genre | : Business & Economics |
| ISBN | : 1781907781 |
Some 20 years after the emergence of configurational theory as a key perspective in organization studies in the 1990s, this approach has yet to deliver on its promise. While we know that configurations the relative arrangement of parts and elements - matters, empirical research on configurations is just beginning to deliver on its promise.
| Author | : Francis J. Yammarino |
| Publisher | : Emerald Group Publishing |
| Total Pages | : 467 |
| Release | : 2009-05-27 |
| Genre | : Business & Economics |
| ISBN | : 1848555024 |
Offers an outlet for the discussion of multi-level problems and solutions across a variety of fields of study. This title contains five major essays with commentaries and rebuttals that cover a range of topics, but in the realms of organizational behavior and leadership.
| Author | : Steven G. Rogelberg |
| Publisher | : John Wiley & Sons |
| Total Pages | : 537 |
| Release | : 2008-04-15 |
| Genre | : Psychology |
| ISBN | : 0470756578 |
Handbook of Research Methods in Industrial and Organizational Psychology is a comprehensive and contemporary treatment of research philosophies, approaches, tools, and techniques indigenous to industrial and organizational psychology. Only available research handbook for Industrial & Organizational Psychology. Contributors are leading methodological & measurement scholars. Excellent balance of practical and theoretical insights which will be of interest to both novice and experienced organizational researchers. Great companion to the content-oriented Handbooks. Now available in full text online via xreferplus, the award-winning reference library on the web from xrefer. For more information, visit www.xreferplus.com
| Author | : Ronald H. Heck |
| Publisher | : Psychology Press |
| Total Pages | : 233 |
| Release | : 1999-11-01 |
| Genre | : Computers |
| ISBN | : 1135678316 |
This book provides a broad overview of basic multilevel modeling issues and illustrates techniques building analyses around several organizational data sets. Although the focus is primarily on educational and organizational settings, the examples will help the reader discover other applications for these techniques. Two basic classes of multilevel models are developed: multilevel regression models and multilevel models for covariance structures--are used to develop the rationale behind these models and provide an introduction to the design and analysis of research studies using two multilevel analytic techniques--hierarchical linear modeling and structural equation modeling.
| Author | : Marc A. Scott |
| Publisher | : SAGE |
| Total Pages | : 745 |
| Release | : 2013-08-31 |
| Genre | : Social Science |
| ISBN | : 1473971314 |
In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling. The Handbook establishes the connections in multilevel modeling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as a unique arsenal of state-of-the-art tools. It forges vital connections that cross traditional disciplinary divides and introduces best practice in the field. Part I establishes the framework for estimation and inference, including chapters dedicated to notation, model selection, fixed and random effects, and causal inference. Part II develops variations and extensions, such as nonlinear, semiparametric and latent class models. Part III includes discussion of missing data and robust methods, assessment of fit and software. Part IV consists of exemplary modeling and data analyses written by methodologists working in specific disciplines. Combining practical pieces with overviews of the field, this Handbook is essential reading for any student or researcher looking to apply multilevel techniques in their own research.
| Author | : Ronald H Heck |
| Publisher | : Routledge |
| Total Pages | : 449 |
| Release | : 2013-05-07 |
| Genre | : Psychology |
| ISBN | : 1136672346 |
This is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools, model conceptualization, and model specification issues related to single-level and multilevel models with categorical outcomes. Screen shots clearly demonstrate techniques and navigation of the program. Modeling syntax is provided in the appendix. Examples of various types of categorical outcomes demonstrate how to set up each model and interpret the output. Extended examples illustrate the logic of model development, interpretation of output, the context of the research questions, and the steps around which the analyses are structured. Readers can replicate examples in each chapter by using the corresponding data and syntax files available at www.psypress.com/9781848729568. The book opens with a review of multilevel with categorical outcomes, followed by a chapter on IBM SPSS data management techniques to facilitate working with multilevel and longitudinal data sets. Chapters 3 and 4 detail the basics of the single-level and multilevel generalized linear model for various types of categorical outcomes. These chapters review underlying concepts to assist with trouble-shooting common programming and modeling problems. Next population-average and unit-specific longitudinal models for investigating individual or organizational developmental processes are developed. Chapter 6 focuses on single- and multilevel models using multinomial and ordinal data followed by a chapter on models for count data. The book concludes with additional trouble shooting techniques and tips for expanding on the modeling techniques introduced. Ideal as a supplement for graduate level courses and/or professional workshops on multilevel, longitudinal, latent variable modeling, multivariate statistics, and/or advanced quantitative techniques taught in psychology, business, education, health, and sociology, this practical workbook also appeals to researchers in these fields. An excellent follow up to the authors’ highly successful Multilevel and Longitudinal Modeling with IBM SPSS and Introduction to Multilevel Modeling Techniques, 2nd Edition, this book can also be used with any multilevel and/or longitudinal book or as a stand-alone text introducing multilevel modeling with categorical outcomes.
| Author | : Tom A. B. Snijders |
| Publisher | : SAGE |
| Total Pages | : 282 |
| Release | : 1999 |
| Genre | : Mathematics |
| ISBN | : 9780761958901 |
Multilevel analysis covers all the main methods, techniques and issues for carrying out multilevel modeling and analysis. The approach is applied, and less mathematical than many other textbooks.
