Produktbild: Intensive Longitudinal Methods

Intensive Longitudinal Methods An Introduction to Diary and Experience Sampling Research

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

09.04.2013

Verlag

KNV Besorgung

Seitenzahl

256

Maße (L/B/H)

24,1/15,9/2,2 cm

Gewicht

499 g

Sprache

Englisch

ISBN

978-1-4625-0678-1

Beschreibung

Zitat

"The book addresses cutting-edge quantitative approaches to within-subject causal modeling of change while illustrating how researchers can combine rich qualitative data with powerful mixed-modeling approaches. I will definitely use this book in extending my own research related to these types of scenarios." - Larry R. Price, Director, Initiative for Interdisciplinary Research Design and Analysis, Texas State University, USA "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, Department of Clinical and Social Sciences in Psychology, University of Rochester, USA "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, Department of Psychology, University of Otago, New Zealand

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

09.04.2013

Verlag

KNV Besorgung

Seitenzahl

256

Maße (L/B/H)

24,1/15,9/2,2 cm

Gewicht

499 g

Sprache

Englisch

ISBN

978-1-4625-0678-1

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Intensive Longitudinal Methods
  • 1. Introduction to Intensive Longitudinal Methods
    1.1 What Are Intensive Longitudinal Methods?
    1.2 Applications of Intensive Longitudinal Methods
    1.3 Why Use Intensive Longitudinal Methods?
    1.4 Goals for This Book and Intended Audience
    1.5 Organization of This Book
    1.6 Recommended Readings
    2. Types of Intensive Longitudinal Designs
    2.1 Chapter Overview
    2.2 Strengths of Intensive Longitudinal Designs
    2.3 Types of Research Questions
    2.4 Types of Designs and Prototypical Examples
    2.5 Limitations of Intensive Longitudinal Designs
    2.6 Which Intensive Longitudinal Design Is Best for You?
    2.7 Chapter Summary
    2.8 Recommended Readings
    3. Fundamentals of Intensive Longitudinal Data
    3.1 Chapter Overview
    3.2 An Example Dataset
    3.3 Between-Subjects and Within-Subjects Levels of Analysis
    3.4 Allowing for Between-Subjects Heterogeneity: Random Effects
    3.5 Taking Account of Time
    3.6 How Many Independent Units Are There in Intensive Longitudinal Datasets?
    3.7 Choosing an Appropriate Zero Point For X
    3.8 Chapter Summary
    3.9 Recommended Readings
    4. Modeling the Time Course of Continuous Outcomes
    4.1 Chapter Overview
    4.2 The Example Intervention Dataset
    4.3 An Application of Linear Growth Curve Analysis
    4.4 Example Write-Up of Intervention Study Data
    4.5 Chapter Summary
    4.6 Recommended Readings
    5. Modeling the Within-Subject Causal Process
    5.1 Chapter Overview
    5.2 Conceptualizing a Within-Subject Causal Process
    5.3 Example Daily Conflict and Intimacy Dataset
    5.4 Multilevel Causal Model Linking Daily Conflict and Intimacy
    5.5 Modeling a Process with Missing Repeated Measures Data
    5.6 When the Intervals between Measurements Are Unequal
    5.7 Example Write-Up of Daily Conflict Study Data
    5.8 Chapter Summary
    5.9 Recommended Readings
    6. Modeling Categorical Outcomes
    6.1 Chapter Overview
    6.2 Exploring the Example Dataset
    6.3 A Longitudinal Multilevel Model Linking Morning Anger to the Incidence of Daily Conflict in Couples
    6.4 Implementation in SAS PROC GLIMMIX
    6.5 Implementation in IBM SPSS GENLINMIXED
    6.6 Implementation in Mplus
    6.7 Chapter Summary
    6.8 Recommended Readings
    7. Psychometrics of Intensive Longitudinal Measures of Emotional States
    7.1 Chapter Overview
    7.2 Basic Ideas about Random Measurement Error
    7.3 Making Use of Generalizability Theory
    7.4 Making Use of Multilevel Confirmatory Factor Analysis
    7.5 Chapter Summary
    7.6 Recommended Readings
    8. Design and Analysis of Intensive Longitudinal Studies of Distinguishable Dyads
    8.1 Chapter Overview
    8.2 Motivation for Studying the Everyday Lives of Dyads
    8.3 Methodological and Design Issues in Intensive Longitudinal Studies of Distinguishable Dyads
    8.4 The Multilevel Model for Intensive Longitudinal Data from Distinguishable Dyads
    8.5 Example Write-Up of Dyadic Study Data
    8.6 Chapter Summary
    8.7 Recommended Readings
    9. Within-Subject Mediation Analysis
    9.1 Chapter Overview
    9.2 Single-Level Mediation to Multilevel Mediation
    9.3 Empirical Example
    9.4 Implementing Within-Subject Mediation in Statistical Software
    9.5 Interpretation of Results
    9.6 Chapter Summary
    9.7 Recommended Readings
    10. Statistical Power for Intensive Longitudinal Designs
    10.1 Chapter Overview
    10.2 Approaches to Power
    10.3 Power in Multilevel Models
    10.4 Power for the Marital Therapy and Intimacy Example
    10.5 Power for the Daily Conflicts and Intimacy Example
    10.6 Power Analysis for the Daily Conflict Categorical Outcomes Example
    10.7 Power for the Dyadic Process Example
    10.8 Power for the Within-Subject Multilevel Mediation Example
    10.9 Chapter Summary
    10.10 Recommended Readings