Intensive Longitudinal Methods

Zusatztext 83343983 Zusammenfassung This book offers a complete! practical guide to doing an intensive longitudinal study with individuals! dyads! or groups. It provides the tools for studying social! psychological! and physiological processes in everyday contexts! using methods such as diary and experience sampling. A range of engaging! worked-through research examples with datasets are featured. Coverage includes how to: select the best intensive longitudinal design for a particular research question! apply multilevel models to within-subject designs! model within-subject change processes for continuous and categorical outcomes! assess the reliability of within-subject changes! assure sufficient statistical power! and more. Several end-of-chapter write-ups illustrate effective ways to present study findings for publication. Datasets and output in SPSS! SAS! Mplus! HLM! MLwiN! and R for the examples are available on the companion website (www.intensivelongitudinal.com). Informationen zum Autor Niall Bolger! PhD! is Professor and Chair of Psychology at Columbia University. He is a Charter Member and Fellow of the Association for Psychological Science and a Fellow of the Society of Experimental Social Psychology and the Society for Personality and Social Psychology. Dr. Bolger's main research interests include adjustment processes in close relationships using intensive longitudinal methods and laboratory-based studies of dyadic behavior! emotion and physiology! and personality processes as they are revealed in patterns of behavior! emotion! and physiology in daily life. He is also interested in statistical methods for analyzing longitudinal and multilevel data.Jean-Philippe Laurenceau! PhD! is Professor of Psychology at the University of Delaware. He is an appointed member of the Social! Personality! and Interpersonal Processes grant review panel of the National Institutes of Health. Dr. Laurenceau's research focuses on understanding the processes by which partners in marital and romantic relationships develop and maintain intimacy in the context of everyday life. His methodological interests include intensive longitudinal methods for studying close relationship processes and applications of modern methods for the analysis of change in individuals and dyads. Klappentext This book offers a complete! practical guide to doing an intensive longitudinal study with individuals! dyads! or groups. It provides the tools for studying social! psychological! and physiological processes in everyday contexts! using methods such as diary and experience sampling. A range of engaging! worked-through research examples with datasets are featured. Coverage includes how to: select the best intensive longitudinal design for a particular research question! apply multilevel models to within-subject designs! model within-subject change processes for continuous and categorical outcomes! assess the reliability of within-subject changes! assure sufficient statistical power! and more. Several end-of-chapter write-ups illustrate effective ways to present study findings for publication. Datasets and output in SPSS! SAS! Mplus! HLM! MLwiN! and R for the examples are available on the companion website (www.intensivelongitudinal.com). Inhaltsverzeichnis 1. Introduction to Intensive Longitudinal Methods1.1 What Are Intensive Longitudinal Methods?1.2 Applications of Intensive Longitudinal Methods1.3 Why Use Intensive Longitudinal Methods?1.4 Goals for This Book and Intended Audience1.5 Organization of This Book1.6 Recommended Readings2. Types of Intensive Longitudinal Designs2.1 Chapter Overview2.2 Strengths of Intensive Longitudinal Designs2.3 Types of Research Questions2.4 Types of Designs and Prototypical Examples2.5 Limitations of Intensive Longitudinal Designs2.6 Which Intensive Longitudinal Design Is Best for You?2.7 Chapter Summary2.8 Recommended Readings3. Fundamenta...

"Because they allow researchers to understand within-person processes in natural settings, intensive longitudinal methods are essential tools for building a science of the individual. Bolger and Laurenceau do a superb job of taking readers through the mechanics of research design, data analysis, and interpretation, enabling readers to tackle important questions about 'who we are' in depth and detail. I highly recommend Bolger and Laurenceau's book for those wishing to learn and use these powerful methods."--Walter Mischel, PhD, Niven Professor of Humane Letters in Psychology, Columbia University "In a remarkably short period of time, intensive longitudinal designs have become a staple of the behavioral scientist's toolbox, yet researchers do not always know how to make the most of their data. This is the book we have been waiting for. Bolger and Laurenceau have written a complete, authoritative, and highly accessible volume that is sure to set the standard for years to come. Researchers and students will find this landmark volume to be an essential resource."--Harry T. Reis, PhD, Department of Clinical and Social Sciences in Psychology, University of Rochester "Bolger and Laurenceau have put together a fantastic primer. The well-crafted and clearly explained background, examples, datasets, and programming codes make this a go-to book for learning how to prepare, analyze, and make the most of intensive longitudinal data. Both instructors and students will appreciate the straightforward, highly readable format. This book's pages are sure to get well worn."--Nilam Ram, PhD, Department of Human Development and Family Studies and Department of Psychology, The Pennsylvania State University "A valuable and immensely practical resource from two of the world's intensive longitudinal masters. This book is a 'must read' for researchers. Each chapter provides detailed, step-by step guidance on basic to advanced analytic techniques, including exemplar data sets, visual imagery, complete statistical code, and sample write-ups. From spaghetti plots to power analysis, with Bolger and Laurenceau as expert guides, researchers will learn what to do, how to do it, and how to write it up."--Tamlin S. Conner, PhD, Department of Psychology, University of Otago, New Zealand "This book details exactly how to analyze data gathered from diary and experience sampling studies. In clear language and with real data, it explains how to use multilevel modeling to answer common types of research questions. To make the presentation complete, syntax for SPSS, SAS, and Mplus is provided. Researchers and graduate students conducting studies of daily life will find this book indispensable. I would use it as a text in a graduate-level research methods class and as a resource when designing and conducting my own analyses."--Joel M. Hektner, PhD, Department of Human Development and Family Science, North Dakota State University "This book couldnt have come at a better time. All too often, investigators are not sure how to deal with the vast amounts of data they collect using diary methods, and do not fully appreciate the strengths and limitations of their data. This book, in my opinion, is the cure."--Howard Tennen, PhD, Department of Community Medicine and Health Care, University of Connecticut Health Center "Intensive longitudinal research yields uniquely rich data, but the analyses quickly get complex. Bolger and Laurenceau give researchers the necessary tools and knowledge to conduct and analyze their own intensive longitudinal studies. Using to-the-point explanations and helpful, realistic examples, the book goes step by step through everything there is to know, from the very basics to advanced data-analytic issues--and does so in a delightfully engaging manner."--Matthias R. Mehl, PhD, Department of Psychology, University of Arizona "The book addresses cutting-edge quantitative approaches to within-subject causal modeling of change while illustrating how researchers can combine rich qualitative data with powerf…