Dear mates:
I have read some papers and manuals on Structural Equation Modeling (SEM), specifically, PLS-SEM technique. I am interested in those papers that highlight the latest approaches or techniques, and to indicate how the different result should be presented. In addition to the papers focused on the methodology, I also pay special attention to the methodology section of the papers I read for my research.
Some of the scientific papers and manuals that I have already read and I would like to read are the following:
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing theory and Practice, 19(2), 139-152.
Hair, J. F., Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the academy of marketing science, 40(3), 414-433.
Hair Jr, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM). Sage Publications.
Hair Jr, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2017). Advanced issues in partial least squares structural equation modeling. SAGE Publications.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science, 43(1), 115-135.
Ringle, C. M., & Sarstedt, M. (2016). Gain more insight from your PLS-SEM results: The importance-performance map analysis. Industrial Management & Data Systems, 116(9), 1865-1886.
Richter, N. F., Sinkovics, R. R., Ringle, C. M., & Schlaegel, C. (2016). A critical look at the use of SEM in international business research. International Marketing Review, 33(3), 376-404.
Rönkkö, M., McIntosh, C. N., Antonakis, J., & Edwards, J. R. (2016). Partial least squares path modeling: Time for some serious second thoughts. Journal of Operations Management, 47, 9-27.
Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: updated guidelines. Industrial management & data systems, 116(1), 2-20.
Nitzl, C., & Chin, W. W. (2017). The case of partial least squares (PLS) path modeling in managerial accounting research. Journal of Management Control, 28(2), 137-156.
Latan, H., & Noonan, R. (Eds.). (2017). Partial Least Squares Path Modeling: Basic Concepts, Methodological Issues and Applications. Springer.
Hult, G. T. M., Hair Jr, F., Proksch, D., Sarstedt, M., Pinkwart, A., & Ringle, C. M. (2018). Addressing Endogeneity in International Marketing Applications of Partial Least Squares Structural Equation Modeling. Journal of International Marketing.
Based on the above, what papers or manuals do you recommend the most to be up to date on PLS-SEM?
Regards.
Hello,
PLS (Partial Least Squares) - SEM (Structural Equation Modeling) is a very good metthod which allows to estimate complex cause-effect relationship models with latent variables. It is a component-based estimation approach that differs from the covariance-based - SEM.
You could find more details :
- in the PLS-SEM book from Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling. 2nd Ed. Thousand Oaks: Sage ;
- or in the book on advanced issues in PLS-SEM from Hair, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. 2018. Advanced Issues in Partial Least Squares Structural Equation Modeling (PLS-SEM). Thousand Oaks, CA: Sage.
Best regards
Bruno
Dear Bruno:
I mentioned those two books in the first post.
The first book I read was "A primer on...". The "Advanced issues..." is ordered and I'll read it soon.
Thank you.
Dear Alejandro,
Thanks for posting that list of your readings. I am at the beginning stages of my PhD research and I intend using SEM as my methodology. I believe I can benefit a lot from your insights.
Have you read the following:
[1] Gefen, D.: STRUCTURAL EQUATION MODELING AND REGRESSION: GUIDELINES FOR RESEARCH PRACTICE
[2] Urbach, N.: Structural Equation Modeling in Information Systems Research Using Partial Least Squares
Thank you Philani:
I already have [1] and I'll take a look at [2] (it has a many citations in Google Scholar).
Khan, G. F., Sarstedt, M., Shiau, W.-L., Hair, J. F., Ringle, C. M., and Fritze, M. P. (2018) “Methodological research on partial least squares structural equation modeling (pls-sem): An analysis based on social network approaches” Internet Research, forthcoming.
https://www.emeraldinsight.com/doi/abs/10.1108/EJM-10-2018-0665?journalCode=ejm
Here is an useful publication on collinearity assessment:
https://www.researchgate.net/profile/Brandford_Bervell2/post/How_can_I_detect_Common_method_bias_in_PLS-SEM/attachment/59d6562979197b80779ad0e5/AS:528660296077312@1503053844471/download/Kock+2015+Common+Method+Bias+in+PLS-SEM.pdf
I update this topic with this helpful publication:
Article How to perform and report an impactful analysis using partia...
I would recommend reading the following article:
Ali, F., Rasoolimanesh, S., Sarstedt, M., Ringle, C. and Ryu, K. (2018), "An assessment of the use of partial least squares structural equation modeling (PLS-SEM) in hospitality research", International Journal of Contemporary Hospitality Management, Vol. 30 No. 1, pp. 514-538. https://doi.org/10.1108/IJCHM-10-2016-0568.
You may download it from Google Scholar.
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