Dear professors and researchers,
From the development of the literature as far as I know about research publications using PLS, there are a number of things I want to ask:
1. How to process data for a higher-order theoretical framework in which there are constructs with reflective and formative forms using CCA?
2. Is it possible to process and analyze a theoretical framework by combining CCA, robustness check and NCA? Are there any literature sources that can be used as a reference?
Thank you.
CCA, robustness check and NCA
- cringle
- SmartPLS Developer
- Posts: 818
- Joined: Tue Sep 20, 2005 9:13 am
- Real name and title: Prof. Dr. Christian M. Ringle
- Location: Hamburg (Germany)
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Re: CCA, robustness check and NCA
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 Measurement Model Quality in PLS-SEM Using Confirmatory Composite Analysis, Journal of Business Research, Volume 109 (2020), pp. 101-110. Also take a look here: https://www.unibw.de/ciss-en/methodpaper-nitzl-et-al
Richter, N.F./ Schubring, S./ Hauff, S./ Ringle, C.M./ Sarstedt, M.: When Predictors of Outcomes are Necessary: Guidelines for the Combined Use of PLS-SEM and NCA, Industrial Management & Data Systems, Volume 120 (2020), Issue 12, pp. 2243-2267.
Gudergan, S./ Ringle, C.M./ Wende, S./ Will, A.: Confirmatory Tetrad Analysis in PLS Path Modeling, Journal of Business Research, Volume 61 (2008), Issue 12, pp. 1238-1249.
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 Measurement Model Quality in PLS-SEM Using Confirmatory Composite Analysis, Journal of Business Research, Volume 109 (2020), pp. 101-110. Also take a look here: https://www.unibw.de/ciss-en/methodpaper-nitzl-et-al
Richter, N.F./ Schubring, S./ Hauff, S./ Ringle, C.M./ Sarstedt, M.: When Predictors of Outcomes are Necessary: Guidelines for the Combined Use of PLS-SEM and NCA, Industrial Management & Data Systems, Volume 120 (2020), Issue 12, pp. 2243-2267.
Gudergan, S./ Ringle, C.M./ Wende, S./ Will, A.: Confirmatory Tetrad Analysis in PLS Path Modeling, Journal of Business Research, Volume 61 (2008), Issue 12, pp. 1238-1249.
Prof. Dr. Christian M. Ringle, Hamburg University of Technology (TUHH), SmartPLS
- Literature on PLS-SEM: https://www.smartpls.com/documentation
- Google Scholar: https://scholar.google.de/citations?use ... AAAJ&hl=de
- Literature on PLS-SEM: https://www.smartpls.com/documentation
- Google Scholar: https://scholar.google.de/citations?use ... AAAJ&hl=de
-
- PLS Junior User
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- Joined: Tue Sep 17, 2019 2:24 pm
- Real name and title: Dr. Astadi Pangarso
Re: CCA, robustness check and NCA
Thank you, professor Ringle.