Assessing and validating formative indicators in SmartPLS

This video focuses on assessing and validating formative indicators in formative measurement models using smartPLS.
This video presents a detailed explanation about validating formative indicators in formative measurement models for SmartPLS structural equation modeling. It starts with an introduction about the formative and reflective indicators and how they can be compared. Further, the presentation discusses two steps in the validation process for formative indicators. The first step addresses checking for collinearity issues using the VIF (Variance Inflation Factors in SmartPLS). If VIF is equal or below zero, then, no issues with collinearity and we move to step two. In the second step, we check for outer weights and their significance. If they are not significant, then, we can resort to checking for loadings. If loadings fall above 0.7 and significant, then, we have no issue. We can keep the formative indicators and proceed with our model assessment.

The videos explains both steps and provides an application of both steps using SmartPLS.

In the final step, we provide a detailed explanation on how to report the results using an excel sheet.

#smartpls
#srda
#structuralequationmodeling


Video Chapters:
0:00 Assessing and validating formative indicators in SmartPLS
0:01 An Introduction to the video
0:38 Reflective and Formative indicators (A comparison)
3:19 Step One (Checking for VIF factors)
4:59 Applying Step One using SmartPLS application
7:15 Step Two (checking for outer weights)
9:00 Applying Step Two using SmartPLS application
12:24 Reporting results from SmartPLS
16:36 Concluding Slide
17:20 Continuing with SmartPLS to Reporting results
18:48 Wrap Up


SmartPLS video series:
#VID#17: What and How to Report SEM model fit with SmartPLS
   • What and How to report SEM Model Fit ...  

**VID #15: Step 4: The f-square calculation (Effect Size) In structural model assessmenthttps://www.youtube.com/watch?v=eivx-...


**VID #14: Step 3: R-square in Structural model assessmenthttps://www.youtube.com/watch?v=SaVUC


#13: Step 2: Significance and Relevance of Structural Model Relationships in SmartPLShttps://www.youtube.com/watch?v=A5BLK


#12: Step 1 in SEM assessment: Collinearity issueshttps://www.youtube.com/watch?v=0Rezs


#11: Structural model assessment using SmartPLS    • #structural model assessment using (S...  ​​
**VID #10: Formative and Reflective models with SmartPLS   • Formative and Reflective Models SmartPLS  ​​


**VID #9: Common method bias: Statistical remedies    • The Common Method Variance CMV  ​​


**VID #8: The Common method variance (CMV)   • Assessing Univariate and Multivariate...  ​​


**VID #7: (Assessing uni-variate and multivariate data normality)    • Measurement model Discriminant Validi...  ​​


**VID #6: (Measurement model discriminant validity)    • Measurement model Discriminant Validi...  ​​ **VID #5:(Measurement Model Assessment with SmartPLS)    • Measurement Model Assessment with Sma...  


​​ **VID #4: (Data Collection Platforms and PLS Modeling)    • Data Collection Platforms & PLS Modeling  ​​


**VID #3: (Data Collection and Dealing with Missing Data)    • Data Collection and Dealing with Miss...  ​​


**VID #2: (An Intro to SmartPLS)    • An Intro to SmartPLS  ​​


*VID #1: (An introduction to Structural Equation Modeling)    • Intro to Structural Equation Modeling...  ​​ **************************************************************************

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