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Calculating the Effect Size in the Structural Model Assessment Using SmartPLS (Step 4 in the structural model assessment) This video provides you with all details about step #5 in the structural model assessment. Fsquare or the effect size measure that helps you to detect the variation in the impact...

This video number 16 discusses in details step #5 in the structural model assessment procedures. It addresses Qsquared calculations or the cross validated redundancy. In details, it explains what it means and how it can be calculated using SmartPLS blindfolding function. Q2: uses omitted data set to...

This video #7 assesses univariate and multivariate data normality for SmartPLS Structural Equation Modeling (SEM). it uses standardized scores for latent constructs, skewness and kurtosis of data as well as Mardia multivariate Analysis. Video link: https://www.youtube.com/watch?v=RJDSld4IyIs For dir...

This video #8 in our SMARTPLS video series discusses the Common Method Variance and what actions researchers can take to avoid or mitigate the impact of CMV. Video link: https://www.youtube.com/watch?v=K4kHznczxaE This video discusses the preventive/procedural remedies for CMV. #CMV​, #commonmethodv...

This video discusses the statistical remedies for common method variance CMV focusing on: Harman factor test Partial correlation matrix (unmeasured marker variable) Measured marker variable (Social desirability scale) Inner VIF (smartpls) video link: https://www.youtube.com/watch?v=V-pBiQjGbko #inne...

This video #14 discusses step 3 in our structural model assessment which is R-squared (The coefficient of determination) which provides a proportion of variance for a dependent variable that's explained by an independent variable or variables in a regression model (Fernando, 2020). Rule of thumb: R2...

This video discusses the formative and reflective Smartpls models. It differentiates between both models and their indicators. It provides important information about both types of indicators/models/constructs and how we can make a difference between them. Differentiating between and understanding r...

This video #13 discusses step #2 in the structural model assessment phases. It discusses the relationships among the constructs and how the results are reported and hypotheses are verified/tested. https://youtu.be/A5BLKK3oNuc #structuralmodelassessment #structuralmodel #relationshipssignificance #pa...

This video #12 addresses step 1 in the structural model assessment focusing on collinearity issues, specifically, vertical and lateral collinearity. The video demonstrates how to check for collinearity issues using SmartPLS algorithms, inner VIF and outer VIF. https://youtu.be/0RezsDIbkAo Links to r...

This video #11 in the SmartPLS video series introduces you to the structural model assessment that proceeds into 5 steps. In the first step, we check for vertical and lateral multi-collinearity issues. In the second step, we assess the relationships among variables before we assess R square in the t...