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Multilevel Modeling Techniques and Applications in Institutional Research
Multilevel modeling is an increasingly popular multivariate technique that is widely applied in the social sciences. Increasingly, practitioners are making instructional decisions based on results from their multivariate analyses, which often come from nested data that lend themselves to multilevel modeling techniques. As data-driven decision making becomes more critical to colleges and universities, multilevel modeling is a tool that will lead to more efficient estimates and enhance understanding of complex relationships. This volume illustrates both the theoretical underpinnings and practical applications of multilevel modeling in IR. It introduces the fundamental concepts of multilevel mo...
Multilevel Network Analysis for the Social Sciences
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...
Klinische Psychologie und Psychotherapie
Das Lehrbuch stellt die zentralen Inhalte des reformierten Masterstudiengangs Klinische Psychologie und Psychotherapie dar. Eingegangen wird dabei auf alle psychotherapeutischen Richtlinienverfahren, also die Kognitive Verhaltenstherapie, die Systemische Therapie, die Tiefenpsychologisch fundierte Therapie und die Analytische Psychotherapie, sowie auf die Neuropsychologische Psychotherapie. Das Lehrbuch richtet sich primär an Masterstudierende des Direktstudiengangs Psychotherapie und orientiert sich in seinen Inhalten an der Psychotherapie-Approbationsordnung. Kapitel zu den theoretischen Grundlagen werden ergänzt durch praxisbezogene Kapitel, in denen konkrete verfahrensspezifische Inter...
Meta-Analysis
Presents a novel approach to conducting meta-analysis using structural equation modeling. Structural equation modeling (SEM) and meta-analysis are two powerful statistical methods in the educational, social, behavioral, and medical sciences. They are often treated as two unrelated topics in the literature. This book presents a unified framework on analyzing meta-analytic data within the SEM framework, and illustrates how to conduct meta-analysis using the metaSEM package in the R statistical environment. Meta-Analysis: A Structural Equation Modeling Approach begins by introducing the importance of SEM and meta-analysis in answering research questions. Key ideas in meta-analysis and SEM are b...
Multilevel Models
Interest in multilevel statistical models for social science and public health studies has been aroused dramatically since the mid-1980s. New multilevel modeling techniques are giving researchers tools for analyzing data that have a hierarchical or clustered structure. Multilevel models are now applied to a wide range of studies in sociology, population studies, education studies, psychology, economics, epidemiology, and public health. This book covers a broad range of topics about multilevel modeling. The goal of the authors is to help students and researchers who are interested in analysis of multilevel data to understand the basic concepts, theoretical frameworks and application methods o...
