Combined Importance-performance map (cIPMA) - Excel template
Excel file for the following article:
Hauff, S., Richter, N., Sarstedt, M., & Ringle, C. M. (2024). Importance and performance in PLS-SEM and NCA: Introducing the combined importance-performance map analysis (cIPMA). Journal of Retailing and Consumer Services, Advance online publication.
Hauff, S., Richter, N., Sarstedt, M., & Ringle, C. M. (2024). Importance and performance in PLS-SEM and NCA: Introducing the combined importance-performance map analysis (cIPMA). Journal of Retailing and Consumer Services, Advance online publication.
Moderated mediation example
This file shows moderated mediation analysis examples. More specifically, the examples illustrate the conditional indirect effect, index of moderated mediation computation, and significance (as in PROCESS) using SmartPLS.
Simple slope plot example
This file shows how to create a simple slope plot in EXCEL.
Simple slope significance example
This file shows how to compute the significance of a simple slope in EXCEL.
Segmentation results example
This file shows how to create segmentation results tables in EXCEL.
IMPA example in Excel
This file shows how to create an importance-performance map analysis (IPMA) chart in EXCEL.
Computation of Akaike weights for higher-order model
This file shows the computation of Akaike weights for comparing the regular model specification with a higher-order model specification of corporate reputation in the extended reputation model.
Nonlinear relationships
Excel file of the following article: Basco, R., Hair, J. F., Ringle, M., & Sarstedt, M. (2021). Advancing family business research through modeling nonlinear relationships: Comparing PLS-SEM and multiple regression. Journal of Family Business Strategy.
Higher-order constructs in PLS-SEM
SmartPLS project file the following article: Sarstedt, M., Hair, J. F., Jun-Hwa, C., Becker, J.-M., & Ringle, C. M. (2019). How to Specify, Estimate, and Validate Higher-order Constructs in PLS-SEM. Australasian Marketing Journal, 27(3), 197-211.
Higer-order construct reliability and validity
Excel file of the following article: Sarstedt, M., Hair, J. F., Jun-Hwa, C., Becker, J.-M., & Ringle, C. M. (2019). How to Specify, Estimate, and Validate Higher-order Constructs in PLS-SEM. Australasian Marketing Journal, 27(3), 197-211.
Testing multiple mediations
Excel spreadsheet for a modified corporate reputation model example.
HTMT criterion
Excel spreadsheet for the HTMT criterion computation to assess discriminant validity.
Model selection criteria
Excel spreadsheet for the model selection criteria computation, including the Bayesian information criterion (BIC) and the Geweke-Meese criterion (GM).
PLS-GAS: Data
Datasets for PLS-GAS Simulations (OR Spectrum)
PLS-GAS: Program Code
Program Code for PLS-GAS (OR Spectrum)
CVPAT
Follow this link to obtain sample files for the predictive model comparison using CVPAT and the coporate reputation model example: https://github.com/ECONshare/CVPAT/
Article: Liengaard, B., Sharma, P. N., Hult, G. T. M., Jensen, M. B., Sarstedt, M., Hair, J. F., & Ringle, C. M. (2020). Prediction: Coveted, Yet Forsaken? Introducing a Cross-validated Predictive Ability Test in Partial Least Squares Path Modeling. Decision Sciences.