Complex Model in SmartPLS
Complex Model in SmartPLS
A number of research papers and thesis require the models to have an increased level of complexity. Hence, scholars often try to develop models with multiple higher-order constructs in a single model. Those models may have reflective-reflective, reflective-formative, and lower-order constructs in a single model.
Building such models can be complex. In this tutorial, I guide research scholars on how to build such complex hierarchical component models in SmartPLS.
However, before scholars watch this video, it is recommended that they have knowledge of higher-order constructs and how they are analyzed. To learn more, please visit the following pages
Concept of Higher-Order Constructs
Reflective vs Formative Indicators
Validating Formative Indicators
Modelling Reflective-Formative Higher-Order Construct
Modelling Reflective-Reflective Higher-Order Construct
Â
Learn to Build Complex Model with Multiple Higher Order Constructs in SmartPLS
Additional SmartPLS Tutorials
- How to Start Data Analysis using SMART-PLS
- Understanding Convergent and Discriminant Validity using SMART-PLS
- Reporting Measurement and Structural Model in SMART-PLS
- Understanding R Square, F Square, and Q Square using SMART-PLS
- Moderation Analysis, Interpretation, and Reporting using SMART-PLS
- Moderation Analysis with Categorical Variables using SMART-PLS
- Mediation Analysis, Interpretation, and Reporting using SMART-PLS
- Categorical Predictor Variable using SMART-PLS
- Concept of Higher-Order Constructs in PLS-SEM
- Reflective Vs Formative Indicators: The Concept and Differences
- Validating Formative Indicators using SMART-PLS
- Reflective-Formative Higher-Order Construct using SMART-PLS
- Reflective-Reflective Higher-Order Construct using SMART-PLS
- How to Structure, Format, and Report SMART PLS-SEM Results
- How to Solve Convergent and Discriminant Validity Issues
- Analyzing Formative-Formative Higher-Order Construct in SmartPLS