Introduction to Modern Modelling Methods

This book provides practical guidance on modeling methods and techniques for quantitative data, covering 2-level Multilevel Models, Structural Equation Modeling (SEM), Longitudinal Modeling, and Combining Organizational and Longitudinal Models. It is part of The SAGE Quantitative Research Kit and will help researchers succeed in their quantitative research journey.

Format: Paperback / softback
Length: 304 pages
Publication date: 21 March 2022
Publisher: SAGE Publications Ltd

This comprehensive text offers valuable insights into a diverse array of modeling methods and techniques, specifically tailored for quantitative data analysis. It encompasses essential topics such as:
1. 2-Level Multilevel Models: This section delves into the construction and analysis of multilevel models, which account for the hierarchical structure of data and allow for the investigation of relationships between individuals and groups.
2. Structural Equation Modeling (SEM): SEM is a powerful tool for modeling complex relationships between multiple variables and measuring their impact on each other. It employs a structural framework to represent the relationships between variables and provides a comprehensive approach to data analysis.
3. Longitudinal Modeling using multilevel and SEM techniques: This section explores the use of multilevel and SEM techniques to analyze data collected over an extended period of time. It discusses the advantages of longitudinal data analysis and the methods employed to handle the unique challenges posed by such data.
4. Combining organizational and longitudinal models: This section discusses the integration of organizational and longitudinal models, which allows for the examination of the relationships between individuals and their organizational context. It explores the use of mixed-methods approaches and the advantages of combining different modeling techniques.

Part of The SAGE Quantitative Research Kit, this book serves as a valuable resource for researchers seeking to excel in their quantitative research endeavors. It provides a thorough understanding of the various modeling methods and techniques, equipping readers with the knowledge and confidence needed to tackle complex data analysis challenges effectively. Whether you are a novice or an experienced researcher, this text will undoubtedly enhance your analytical skills and contribute to your success in quantitative research.

Weight: 524g
Dimension: 241 x 170 x 21 (mm)
ISBN-13: 9781526424037