Intensive longitudinal methods: an introduction to diary and experience sampling research
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY [u.a.]
Guilford Press
2013
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| Series: | Methodology in the social sciences
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XV, 256 S. graph. Darst. |
| ISBN: | 9781462506781 |
Staff View
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Record in the Search Index
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| adam_text | Titel: Intensive longitudinal methods
Autor: Bolger, Niall
Jahr: 2013
Contents
1 * Introduction to Intensive Longitudinal Methods 1
1.1. What Are Intensive Longitudinal Methods? 3
1.2. Applications of Intensive Longitudinal Methods 3
1.3. Why Use Intensive Longitudinal Methods? 5
1.4. Goals for This Book and Intended Audience 7
1.5. Organization of This Book 7
1.6. Recommended Readings 9
2 • Types of intensive longitudinal Designs 11
2.1. Strengths of Intensive Longitudinal Designs 11
2.2. Types of Research Questions 12
2.3. Types of Designs and Prototypical Examples 14
2.4. Limitations of Intensive Longitudinal Designs 21
2.5. Which Intensive Longitudinal Design Is
Best for You? 22
2.6. Chapter Summary 24
2.7. Recommended Readings 24
3 • Fundamentais of Intensive Longitudinal Data 27
3.1. An Example Dataset 28
3.2. Between-Subjects and Within-Subjects Levels
of Analysis 29
3.3. Allowing for Between-Subjects Heterogeneity:
Random Effects 32
3.4. Taking Account of Time 33
3.5. How Many Independent Units Are There in Intensive
Longitudinal Datasets? 36
3.6. Choosing an Appropriate Zero Point for X 37
3.7. Chapter Summary 39
3.8. Recommended Readings 39
xiii
xiv Contents
4 • Modeling the Time Course of Continuous Outcomes 41
4.1. The Time Course Dataset 42
4.2. An Application of Linear Growth Curve Analysis 42
4.3. Example Write-Up of Time Course Data 56
4.4. Chapter Summary 64
4.5. Recommended Readings 65
APPENDIX TO CHAPTER 4 66
5 • Modeling the Within-Subject Causal Process 69
5.1. Conceptualizing a Within-Subject Causal Process 69
5.2. Example Causal Process Dataset 72
5.3. Multilevel Causal Model Linking Daily Conflict
to Intimacy 77
5.4. Modeling a Process with Missing Repeated
Measurements 88
5.5. When the Intervals between Measurements
Are Unequal 92
5.6. Example Write-Up of Causal Process Data 93
5.7. Chapter Summary 100
5.8. Recommended Readings 101
APPENDIX TO CHAPTER 5 102
6 • Modeling Categorical Outcomes 105
6.1. Exploring the Categorical Outcomes Dataset 106
6.2. A Longitudinal Multilevel Model Linking Morning Anger
to the Incidence of Daily Conflict in Couples 110
6.3. Implementation in SAS PROC GLIMMIX 114
6.4. Implementation in IBM SPSS GENLINMIXED 119
6.5. Implementation in Mplus 120
6.6. Chapter Summary 123
6.7. Recommended Readings 124
APPENDIX TO CHAPTER 6 125
7 • Psychometrics of Intensive Longitudinal 127
Measures of Emotional States
7.1. Basic Ideas about Random Measurement Error 128
7.2. Making Use of Generalizability Theory 130
7.3. Making Use of Multilevel Confirmatory Factor
Analysis 138
7.4. Chapter Summary 140
7.5. Recommended Readings 141
Contents xv
8 • Design and Analysis of Intensive Longitudinal 143
Studies of Distinguishable Dyads
8.1. Motivation for Studying the Everyday Lives
of Dyads 144
8.2. Methodological and Design Issues in Intensive Longitudinal
Studies of Distinguishable Dyads 145
8.3. The Multilevel Model for Intensive Longitudinal Data
from Distinguishable Dyads 149
8.4. Example Write-Up of Dyadic Process Study Data 164
8.5. Chapter Summary 171
8.6. Recommended Readings 171
APPENDIX TO CHAPTER 8 173
9 • Within-Subject Mediation Analysis 177
9.1. Single-Level Mediation to Multilevel Mediation 177
9.2. Empirical Example 180
9.3. Implementing Within-Subject Mediation in Statistical
Software 182
9.4. Interpretation of Results 190
9.5. Chapter Summary 194
9.6. Recommended Readings 194
10 • Statistical Power for Intensive Longitudinal Designs 197
10.1. Approaches to Power 197
10.2. Power in Multilevel Models 199
10.3. Power for the Time Course Example 201
10.4. Power for the Causal Process Example 209
10.5. Power for the Categorical Outcomes Example 215
10.6. Power for the Dyadic Process Example 219
10.7. Power for the Within-Subject Mediation Example 222
10.8. Chapter Summary 226
10.9. Recommended Readings 227
References 229
Author Index 243
Subject Index 24Z
About the Authors 255
|
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| isbn | 9781462506781 |
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| spelling | Bolger, Niall Verfasser (DE-588)1050053230 aut Intensive longitudinal methods an introduction to diary and experience sampling research Niall Bolger ; Jean-Philippe Laurenceau New York, NY [u.a.] Guilford Press 2013 XV, 256 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Methodology in the social sciences Sozialwissenschaften Social sciences Methodology Social sciences Longitudinal methods Längsschnittuntersuchung (DE-588)4034036-3 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Längsschnittuntersuchung (DE-588)4034036-3 s DE-604 Laurenceau, Jean-Philippe Verfasser (DE-588)1050053389 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025727697&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bolger, Niall Laurenceau, Jean-Philippe Intensive longitudinal methods an introduction to diary and experience sampling research Sozialwissenschaften Social sciences Methodology Social sciences Longitudinal methods Längsschnittuntersuchung (DE-588)4034036-3 gnd |
| subject_GND | (DE-588)4034036-3 (DE-588)4123623-3 |
| title | Intensive longitudinal methods an introduction to diary and experience sampling research |
| title_auth | Intensive longitudinal methods an introduction to diary and experience sampling research |
| title_exact_search | Intensive longitudinal methods an introduction to diary and experience sampling research |
| title_full | Intensive longitudinal methods an introduction to diary and experience sampling research Niall Bolger ; Jean-Philippe Laurenceau |
| title_fullStr | Intensive longitudinal methods an introduction to diary and experience sampling research Niall Bolger ; Jean-Philippe Laurenceau |
| title_full_unstemmed | Intensive longitudinal methods an introduction to diary and experience sampling research Niall Bolger ; Jean-Philippe Laurenceau |
| title_short | Intensive longitudinal methods |
| title_sort | intensive longitudinal methods an introduction to diary and experience sampling research |
| title_sub | an introduction to diary and experience sampling research |
| topic | Sozialwissenschaften Social sciences Methodology Social sciences Longitudinal methods Längsschnittuntersuchung (DE-588)4034036-3 gnd |
| topic_facet | Sozialwissenschaften Social sciences Methodology Social sciences Longitudinal methods Längsschnittuntersuchung Lehrbuch |
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