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Take a look at this article with a new framework for dealing with endogeneity in regression models and PLS-SEM by using the Gaussian copula approach: Liengaard, B. D., Becker, J.-M., Bennedsen, M., Heiler, P., Taylor, L. N., & Ringle, C. M. (2024). Dealing with Regression Models’ Endogeneity by...

Take a look at this International Journal of Information Management article on replication and prediction: Sharma, P. N., Sarstedt, M., Ringle, C. M., Cheah, J.-H., Herfurth, A., & Hair, J. F. (2024). A Framework for Enhancing the Replicability of Behavioral MIS Research Using Prediction Orient...

Check out the editorial of the International Journal of Physical Distribution & Logistics Management (IJPDLM) special issue on predictive modeling in logistics and supply chain management research using partial least squares structural equation modeling ! https://www.emerald.com/insight/content/...

Forthcoming Methodological Uncertainty: Sarstedt, M./ Adler, S.J./ Ringle, C.M./ Cho, G./ Diamantopoulos, A./ Hwang, H./ Liengaard, B.D.: Same Model, Same Data, But Different Outcomes: Evaluating the Impact of Method Choices in Structural Equation Modeling , Journal of Product Innovation Management...

Year 2020 PLS-SEM and binary data: Van der Schyff, K./ Flowerday, S./ Lowry, P.: [Information Privacy Behavior in the Use of Facebook Apps: A Personality-based Vulnerability Assessment] (https://www.sciencedirect.com/science/article/pii/S2405844020315577), Heliyon, Volume 6 (2020), Issue 8, pp. 1-1...

A nice addition to the list of available videos! Take a look at Ch. Mahmood Anwar's YourTube Playlist on SmartPLS: https://www.youtube.com/watch?v=t9Ko47fjOY8&list=PL84r_r0IGiTpb3vhUArGUfOxEFEPy4G6k Topics covered: When to use Partial Least Squares (PLS)? Path Modeling or Structural Equation Mod...

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You may find these articles useful: Sarstedt, M./ Hair, J.F./ Cheah, J.-H./ Becker, J.-M./ Ringle, C.M.: How to Specify, Estimate, and Validate Higher-order Constructs in PLS-SEM, Australasian Marketing Journal, Volume 27 (2019), Issue 3, pp. 197-211. Hair, J.F./ Howard, M.C./ Nitzl, C.: Assessing M...

Thank you so much!

Another video that nicely highlights the value of importance performance map analysis (IPMA) and its use via SmartPLS. This approach allows you to get more out of your PLS SEM analysis!

https://www.smartpls.com/documentation/ ... -revisited

Thanks to Kai Haverila and Matti Haverila.

For a single country, just use a single item country.

For multiple countries, use a country control construct and add all country dummy variables to the construct except the reference country dummy variable.

Video link: https://www.youtube.com/watch?v=qssDqR_-Q7Y Description: Comprehend how to run a multi-group analysis (MGA) by using the SmartPLS software. Literature: Hair, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. 2018. Advanced Issues in Partial Least Squares Structural Equation Model...

Video link: https://www.youtube.com/watch?v=8t50FoHE5ZM&t Description: Get to know how to run an importance-performance map analysis (IPMA) using SmartPLS . Literature: Ringle, C. M. and Sarstedt, M. (2016). Gain More Insight from Your PLS-SEM Results: The Importance-Performance Map Analysis . I...

Video link: https://www.youtube.com/watch?v=K0Oy-St77L4 Description: Understand how the HTMT criterion is used to evaluate discriminant validity in PLS-SEM using the SmartPLS software. Literature: Henseler, J., Ringle, C. M., and Sarstedt, M. (2015). A New Criterion for Assessing Discriminant Validi...

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