A Note on How to Conduct a Factor-Based PLS-SEM Analysis

By Ned Kock. Int. J. e Collab., 2015

564 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/2acc793a315eb5d34f4ae256d1f6e6ca00365a5c

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In Artificial Intelligence

Citations in the corpus

Minimum sample size estimation in PLS‐SEM: The inverse square root and gamma‐exponential methods (2018, methodology): “…slightly higher than the coef ﬁ cient of .397 for CL → LO obtained in the actual study; because there is more variation at the team member than at the team level of analysis, and thus less attenuation of path coef ﬁ cients with respect to the true values (Kock, 2015; Lohmöller, 1989; Wold, 1980).”
An integrated artificial intelligence framework for knowledge creation and B2B marketing rational decision making for improving firm performance (2021, methodology): “WarpPLS was invented by Ned Kock (Kock, 2012), and as the software is very user friendly, it has become quite popular in a very short period of time.”
Common Method Bias in PLS-SEM: A Full Collinearity Assessment Approach (2015, methodology): “The recent emergence of factor-based PLS-SEM algorithms further broadened the space of existing combinations (Kock, 2014).”
Innovation performance: The effect of knowledge-based dynamic capabilities in cross-country innovation ecosystems (2021, unknown): “Although the use of the dataset does not allow an opportunity to revise or refine the measurement model to achieve fit, the variance inflation factor (VIF) was assessed to evaluate collinearity (Hair et al. 2019) and test for common method bias (Kock, 2015).”
Ethical Awareness, Ethical Judgment and Whistleblowing: A Moderated Mediation Analysis (2017, methodology): “To ensure there is no common method bias (Podsakoff et al. 2012), we use the full collinearity approach by (Kock 2015).”
Whistleblowing Intentions Among Public Accountants in Indonesia: Testing for the Moderation Effects (2016, methodology): “We also conducted testing for common method bias (Podsakoff et al. 2003; MacKenzie and Podsakoff 2012) using a full collinearity approach (Kock 2015).”
Environmental, Social and Governance (ESG) and Investment Decision in Bangladesh (2018, methodology): “0, which is a definitive software for SEM to present partial least squares (PLS) algorithms, as well as factor-based PLS algorithms that account for measurement error and produce estimates of true composites together with factors [83,84].”
The role of brand attachment strength in higher education (2016, unknown): “Nevertheless, Kock (2015) demonstrates that even when discriminant validity is satisfactory, common methods bias (CMB) can still be an issue and recommends a full collinearity assessment.”