Advanced issues in partial least squares structural equation modeling:
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Los Angeles
Sage
[2018]
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xviii, 254 Seiten Diagramme |
| ISBN: | 9781483377391 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Detailed Contents
Preface
About the Authors
Chapter 1 : An Overview of Recent and
Emerging Developments in PLS-SEM
Chapter Preview 1
Origins and Evolution of Partial Least Squares
Structural Equation Modeling 2
Measurement 5
Conceptual Variables and Proxies 5
Measurement Models 8
Model Estimation 14
PLS֊SEM or CB-SEM? 18
Philosophy of Measurement 19
Aim of the Analysis 22
Organization of the Remaining Chapters 23
Case Study Illustration 26
Corporate Reputation Model 26
PLS-SEM Software 29
Setting Up the Model in SmartPLS 30
Summary 32
Review Questions 34
Critical Thinking Questions 34
Key Terms 35
Suggested Readings 36
Chapter 2: Advanced Modeling
Chapter Preview 37
Hierarchical Component Models 38
Terminology and Motivation 38
Conceptual Considerations 41
Technical Considerations 47
Overview 47
The Repeated Indicators Approach 48
The Two-Stage Approach 53
Recommendations and Rules of Thumb 54
Case Study Illustration 55
Reflective-Reflective HCM 56
Reflective-Formative HCM 62
Nonlinear Relationships 65
Modeling Quadratic Effects in PLS-SEM 69
Evaluation of Nonlinear Effects 73
Results Interpretation 74
Case Study Illustration 75
Summary 83
Review Questions 85
Critical Thinking Questions 85
Key Terms 85
Suggested Readings 86
Chapter 3: Advanced Model Assessment
Chapter Preview 87
Confirmatory Tetrad Analysis 8 8
Method 88
Case Study Illustration—Confirmatory
Tetrad Analysis 96
Importance-Performance Map Analysis 105
Overview 105
Systematic IPMA Execution 108
Step 1: Requirements Check 108
Step 2: Computation of the
Performance Values 110
Step 3: Computation of the
Importance Values 116
Step 4: Importance-Performance
Map Creation 118
Step 5: Extension of the IPMA on
the Indicator Level 119
Case Study Illustration—Importance-Performance
Map Analysis 121
Summary 131
Review Questions 132
Critical Thinking Questions 133
Key Terms 133
Suggested Readings 134
Chapter 4: Modeling Observed Heterogeneity 135
Chapter Preview 135
Observed and Unobserved Heterogeneity 136
Testing Measurement Model Invariance 139
Step 1: Configurai Invariance 142
Step 2: Compositional Invariance 143
Step 3: Equality of Composite Mean Values
and Variances 146
Multigroup Analysis 148
The Parametric Test 148
Nonparametric Tests 150
PLS-MGA 150
Permutation Test 152
Comparing More Than Two Groups 155
Testing for the Overall Difference 156
Pairwise Comparisons 157
Case Study Illustration—Invariance Assessment
and Multigroup Analysis 160
Summary 171
Review Questions 172
Critical Thinking Questions 172
Key Terms 173
Suggested Readings 173
Chapter 5: Modeling Unobserved Heterogeneity 175
Chapter Preview 175
Uncovering Unobserved Heterogeneity in
PLS Path Models 176
Step 1: Run the FIMIX-PLS Procedure 180
Step 2: Determine the Number of Segments 182
Step 3: Run the PLS-POS Procedure 185
Step 4: Explain the Latent Segment Structure 190
Step 5: Estimate Segment-Specific Models 192
Case Study Illustration—Latent Class Analysis 192
Step 1: Run the FIMIX-PLS Procedure 192
Step 2: Determine the Number of Segments 196
Step 3: Run the PLS-POS Procedure 199
Step 4: Explain the Latent Segment Structure 202
Step 5: Estimate Segment-Specific Models 204
Summary 209
Review Questions 211
Critical Thinking Questions 211
Key Terms 212
Suggested Readings 212
Glossary 215
References 227
Author Index 243
Subject Index 247
|
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| id | DE-604.BV044032200 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:41:41Z |
| institution | BVB |
| isbn | 9781483377391 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029439444 |
| oclc_num | 987364093 |
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| physical | xviii, 254 Seiten Diagramme |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | Sage |
| record_format | marc |
| spelling | Hair, Joseph F. 1944- Verfasser (DE-588)135615828 aut Advanced issues in partial least squares structural equation modeling Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, Siegfried P. Gudergan Los Angeles Sage [2018] © 2018 xviii, 254 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Methode der partiellen kleinsten Quadrate (DE-588)4591652-4 gnd rswk-swf Strukturgleichungsmodell (DE-588)4252999-2 gnd rswk-swf Strukturgleichungsmodell (DE-588)4252999-2 s Methode der partiellen kleinsten Quadrate (DE-588)4591652-4 s DE-604 Sarstedt, Marko 1979- Verfasser (DE-588)136486576 aut Ringle, Christian M. 1974- Verfasser (DE-588)122291557 aut Gudergan, Siegfried Verfasser (DE-588)1013329066 aut Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029439444&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Hair, Joseph F. 1944- Sarstedt, Marko 1979- Ringle, Christian M. 1974- Gudergan, Siegfried Advanced issues in partial least squares structural equation modeling Methode der partiellen kleinsten Quadrate (DE-588)4591652-4 gnd Strukturgleichungsmodell (DE-588)4252999-2 gnd |
| subject_GND | (DE-588)4591652-4 (DE-588)4252999-2 |
| title | Advanced issues in partial least squares structural equation modeling |
| title_auth | Advanced issues in partial least squares structural equation modeling |
| title_exact_search | Advanced issues in partial least squares structural equation modeling |
| title_full | Advanced issues in partial least squares structural equation modeling Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, Siegfried P. Gudergan |
| title_fullStr | Advanced issues in partial least squares structural equation modeling Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, Siegfried P. Gudergan |
| title_full_unstemmed | Advanced issues in partial least squares structural equation modeling Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, Siegfried P. Gudergan |
| title_short | Advanced issues in partial least squares structural equation modeling |
| title_sort | advanced issues in partial least squares structural equation modeling |
| topic | Methode der partiellen kleinsten Quadrate (DE-588)4591652-4 gnd Strukturgleichungsmodell (DE-588)4252999-2 gnd |
| topic_facet | Methode der partiellen kleinsten Quadrate Strukturgleichungsmodell |
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