State of the Art in Partial Least Squares Structural Equation Modeling (PLS-SEM) : Methodological Extensions and Applications in the Social Sciences and Beyond / / Lacramioara Radomir [and five others], editors

• Pubblicazione: Cham, Switzerland : , : Springer, , [2023]; ©2023
• Edizione: First edition.
• Descrizione fisica: 1 online resource (586 pages)
• Disciplina: 511.42
• Soggetto topico: Least squares; Structural equation modeling
• Persona (resp. second.): RadomirLacramioara
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Intro -- Preface -- Contents -- Part I: Methodology -- Empirical Validation of the 10-Times Rule for SEM -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Conclusion -- References -- Missing Values in RGCCA: Algorithms and Comparisons -- 1 Introduction -- 2 Background -- 2.1 Regularized Generalized Canonical Correlation Analysis -- 2.2 Missing Data Literature -- 2.3 Methodology -- 2.3.1 Complete Data Technique (Complete) -- 2.3.2 Technique Based on Available Data (Passive) -- 2.3.3 Imputation Method (Iterative) -- 2.3.4 Dataset Presentation -- 2.3.5 Comparison Method -- 3 Results and Discussion -- 4 Conclusions and Implications for Theory and Practice -- References -- Comparing Local vs Global Clustering with FIMIX-PLS: Application to Marketing -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 3.1 Global Partition -- 3.2 Local Partition -- 3.3 Local Partition and Global Partition -- References -- Partial Least Squares Structural Equation Modeling-Based Discrete Choice Modeling: An Illustration in Modeling Hospital Choice... -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- References -- The Use of PLS-SEM in Engineering: A Tool to Apply the Design Science -- 1 Introduction -- 2 Background -- 2.1 Design Science -- 2.2 PLS-SEM (Partial Least Square-Structured Equation Model) -- 3 Methodology -- 4 Results and Discussion -- 4.1 Similarities Between Design Science and PLS-SEM (Partial Least Square-Structured Equation Model) -- 5 Conclusion and Implications for Theory and Practice -- References -- Discovering Issues in Cross-Cultural Adaptation of Questionnaire Through PLS-SEM Analysis -- 1 Background -- 2 Methodology -- 2.1 Population and Sampling -- 2.2 Data Collection Tool and Method -- 2.3 Choice of SmartPLS for Data Analysis -- 3 Results and Discussion -- 4 Conclusion -- References. ; Use of PLS-SEM Approach in the Construction Management Research -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 3.1 Bibliometric Analysis -- 3.1.1 Most Influential Studies -- 3.1.2 Co-citation Network -- 3.2 Full Content Analysis -- 4 Conclusions, Implications, and Future Directions -- References -- Part II: Consumer Behavior and Marketing -- Understanding the Role of Consumer Psychological Motives in Smart Connected Objects Appropriation: A Higher-Order PLS-SEM Appr... -- 1 Introduction -- 2 Background -- 3 Methodology -- 4 Results and Discussion -- 4.1 First-Order Measurement Model -- 4.2 Second-Order Measurement Model -- 4.3 Structural Model -- 5 Conclusions and Implications for Theory and Practice -- Appendix -- References -- Advertisements that Follow Users Online and Their Effect on Consumers´ Satisfaction and Expectation Confirmation: Evidence fro... -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- References -- Similarities in Factors Affecting Online Shopping Intention in Ecuador and Peru: A Multigroup Analysis -- 1 Introduction -- 2 Factors Affecting Online Shopping Intention -- 3 Study Context and Sample -- 4 Analysis -- 4.1 Measurement Model Assessment -- 4.2 Invariance Measurement Assessment -- 4.3 Structural Model Assessment -- 5 Discussion -- 6 Conclusion -- References -- The Impact of Subjective Norms, Perceived Behavioral Control, and Purchase Intention on Purchase Behavior of Eco-Friendly Food... -- 1 Introduction -- 2 Background: Environmentally Friendly Packaging -- 3 Literature Review and Hypotheses Development -- 3.1 Subjective Norms -- 3.2 Perceived Behavioral Control -- 3.3 Purchase Intention and Purchase Behavior -- 4 Methodology, Sample, and Data Collection -- 5 Results and Discussion -- 6 Conclusions -- References -- Sustainability of Food Waste in the Agro-industry of Michoacan, Mexico. ; 1 Introduction -- 2 Background -- 3 Method -- 4 Results and Discussion -- 4.1 Implications -- 4.2 Limitations -- 5 Conclusions -- 5.1 Future Lines of Research -- References -- Predicting Sustainable Consumption Behavior of Europeans Using the CVPAT -- 1 Introduction -- 2 Theoretical Background -- 3 Methodology and Data -- 4 Results and Discussion -- 5 Conclusions and Implications for Theory -- References -- Part III: Hospitality and Tourism -- The Relationship Among Perceived Value, Tourist Satisfaction, and Citizenship Behaviors: The Difference Between Overnight Tour... -- 1 Introduction -- 2 Research Methods -- References -- Nonlinear Relationship Between Intellectual Capital and Hotel Performance: Quadratic Effect in PLS-SEM -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 4 Conclusions -- References -- The U-Shape Influence of Family Involvement in Hotel Chain: Examining Dynamic Capabilities in PLS-SEM -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 4 Conclusions -- References -- Part IV: Innovation Management and Entrepreneurship -- Two-Way Business Innovation in Central Eastern Europe: Analysing Innovative Enterprises Using the PLS-SEM Method -- 1 Introduction -- 2 Methodology -- 3 Sample and Variables -- 4 Hypotheses -- 5 Discussion -- Appendix -- References -- Institutional Context and Entrepreneurship Typologies: The Moderator Role of Environmental Uncertainty -- 1 Introduction -- 2 Theoretical Model and Hypotheses -- 2.1 Entrepreneurial Actions -- 2.1.1 Discovery EA -- 2.1.2 Creative EA -- 2.2 Institutional Context -- 2.3 The Moderating Role of Environmental Uncertainty -- 3 Methodology -- 3.1 Research Procedure and Data Collection -- 3.2 Analysis -- 3.2.1 Common Method Variance (CMB) -- 3.2.2 Descriptive Statistics and Correlation Analysis -- 3.2.3 Measurement Model Assessment. ; 3.2.4 Structural Model Assessment -- Main Model -- Moderator Effect -- 4 Discussion -- 4.1 Observations and Conclusions -- References -- PLS-Based Evaluation of a Digital Transformation Adoption Model for Biopharma Manufacturing -- 1 Introduction -- 2 Background -- 2.1 Assessing Perceived Usefulness and Intention to Use -- 3 The Digital Transformation Adoption Model -- 3.1 Hypothesis -- 3.2 Sample Population and Demographics -- 4 Results and Discussion -- 4.1 Measurement Model Assessment -- 4.2 Structural Model Assessment -- 5 Conclusion -- 5.1 Implications of Theory and Practice -- References -- Entrepreneurial Culture, Management, and Innovation of Dairy Industries in Greece, in a Bureaucracy Environment -- 1 Introduction -- 2 Background -- 2.1 Innovation -- 2.2 Bureaucracy -- 2.3 Business Management -- 2.4 Entrepreneurial Culture -- 3 Methodology -- 3.1 Data Collection and Model Design -- 3.2 Model Estimation -- 4 Results -- 4.1 Measurement Model Assessment -- 4.2 Structural Model Assessment -- 5 Conclusions and Implications for Theory and Practice -- References -- The Influence of Facebook on Value Cocreation: Evidence from the Moroccan Fast-Food Industry -- 1 Introduction -- 2 Background -- 3 Theoretical Framework -- 3.1 Dialogue and Value Cocreation -- 3.2 Access and Value Cocreation -- 3.3 Risk Management and Value Cocreation -- 3.4 Transparency and Value Cocreation -- 3.5 Perceived Usefulness and Value Cocreation -- 4 Methodology -- 5 Results -- 6 Discussion -- 7 Conclusion -- References -- Part V: Human Resource Management and Organizational Design and Behavior -- Research on Interaction Pattern of Virtual Team in Crisis Situation -- 1 Introduction -- 2 Research Model and Hypotheses -- 2.1 Interaction Pattern and Team Emotion -- 2.2 Interaction Pattern and Team Effectiveness -- 2.3 Team Emotion and Team Effectiveness -- 3 Methodology. ; 3.1 Research Design -- 3.2 Measurement -- 4 Results -- 4.1 Statistical Description -- 4.2 Preliminary Analysis -- 5 Conclusion -- References -- Predicting the Performance of New Hires: The Role of Humility, Interpersonal Understanding, Self-Confidence, and Flexibility -- 1 Introduction -- 2 Theoretical Grounding and Hypotheses -- 3 Data and Methods -- 3.1 Research Design -- 3.2 Measures and Control Variables -- 4 Analysis and Findings -- 5 Discussion -- 6 Implications and Limitations -- References -- Mindful Leadership Under Fire: A Validation Study of a Hierarchical Component Model -- 1 Introduction -- 1.1 Auftsragstaktik -- 1.2 The Simplified Version of the Model and Hypotheses -- 1.3 The Hierarchical Component Model of AT -- 1.4 Mindful Leadership -- 2 Methodology -- 3 Measurement Model Confirmation -- 3.1 Indicator Loadings -- 3.2 Internal Consistency Reliability -- 3.3 Convergent Validity and Composite Reliability -- 3.4 Discriminant Validity -- 4 Assessment of the Structural Model -- 4.1 In-Sample Predictive Power -- 4.2 Out-of-Sample Predictive Power -- 4.3 Importance-Performance Map Analysis (IPMA) -- 5 Discussion -- 6 Conclusion -- References -- When Navigating Uncertainty Lead Mindfully -- 1 Introduction -- 1.1 Background -- 1.2 Mindful Leadership Defined -- 1.3 Mindful Leadership is Sharing the Lead -- 1.4 Organizational Mindfulness: The Mindset of Mindful Leaders -- 2 Methodology -- 2.1 Sample Characteristics -- 2.2 The Theoretical Model -- 2.2.1 Mindful Leadership -- 2.2.2 Organizational Mindfulness -- 2.2.3 Trust and Loyalty Toward the Leaders -- 2.2.4 Team Potency -- 2.2.5 Performance -- 2.3 Qualitative Data -- 3 SEM Analysis Results -- 3.1 Measurement Model Confirmation -- 3.1.1 Loadings -- 3.1.2 Convergent Validity -- 3.1.3 Discriminant Validity -- 3.2 Structural Model Assessment -- 3.3 In-Sample Prediction Results. ; 3.4 Out-of-Sample Predictive Power.
• Titolo autorizzato: State of the Art in Partial Least Squares Structural Equation Modeling (PLS-SEM)
• ISBN: 3-031-34589-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910746291303321
• Lo trovi qui: Univ. Federico II
• Serie: Springer proceedings in business and economics.