What and How to report SEM Model Fit Analysis with SmartPLS

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Published at : November 03, 2021

We may have to be cautious when reporting model fit analysis with SmartPLS. However, yet, the reporting is needed to satisfy some reviewers and examiners. Literature may be yet unclear and vague about model fit analysis in variance based structural equation modeling software. With SmartPLS, there are many measures and criteria that we may use to report model fit analysis. These include but are not limited to SRMR, Rms_Theta, NFI, Chi2, etc...Each reporting measure may have its own requirements. This video presents detailed information about model fit analysis in SmartPLS and shows case an application on the structural model adopted for this video series.


SmartPLS video series:
**VID #15: Step 4: The f-square calculation (Effect Size) In structural model assessmenthttps://www.youtube.com/watch?v=eivx-R3drWw&t=32s


**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 https://youtu.be/imD3Hj4Gcp4​​
**VID #10: Formative and Reflective models with SmartPLShttps://youtu.be/Np6rqGYPo1U​​


**VID #9: Common method bias: Statistical remedies https://youtu.be/K4kHznczxaE​​


**VID #8: The Common method variance (CMV)https://youtu.be/RJDSld4IyIs​​


**VID #7: (Assessing uni-variate and multivariate data normality) https://youtu.be/Xp2Gp_7rNXY​​


**VID #6: (Measurement model discriminant validity) https://youtu.be/Xp2Gp_7rNXY​​ **VID #5:(Measurement Model Assessment with SmartPLS) https://youtu.be/-E5AVlokVBU


​​ **VID #4: (Data Collection Platforms and PLS Modeling) https://youtu.be/fLnRpXhb6Jc​​


**VID #3: (Data Collection and Dealing with Missing Data) https://youtu.be/6WqKDJfnWIQ​​


**VID #2: (An Intro to SmartPLS) https://youtu.be/QEUUOGHWr-c​​


**VID #1: (An introduction to Structural Equation Modeling) https://youtu.be/MnCmFgtG6zw​​ ***************************************************************************


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smartpls3 structural modelsmartpls3 measurement modelmodel fit analysis smartpls