Common Method Bias in PLS-SEM: A Full Collinearity Assessment Approach

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

9,845 citations recorded by the source corpus.

Subfields: Information Systems and Management

View Paper: https://www.semanticscholar.org/paper/f4f3b3ee38a5436a966647a2fb2aae35b0068d59

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In Information Systems and Management

Citations in the corpus

Place-Oriented or People-Oriented Concepts for Destination Loyalty: Destination Image and Place Attachment versus Perceived Distances and Emotional Solidarity (2021, background): “The suggested cut-off value for VIF ranges between 3.3 (Kock 2015) and 10.0 (Hair et al. 1995).”
Factors Affecting Online Impulse Buying: Evidence from Chinese Social Commerce Environment (2018, methodology): “Next following the recommendation of Kock [77], we carried out a full collinearity test and all VIFs resulting from the full collinearity test were lower than 3.”
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.”
Understanding memorable tourism experiences and behavioural intentions of heritage tourists (2021, methodology): “3 (Kock, 2015) indicating the non-existence of CMV issues for the data collected for this study.”
Impact of Organizational Culture Values on Organizational Agility (2017, methodology): “This was a full collinearity test based on variance inflation factors (VIFs) [76].”
Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations (2020, methodology): “2 Common method bias The common method bias (CMB) is often associated with cross-sectional survey design used for data collection (Ketokivi and Schroeder, 2004; Guide and Ketokivi, 2015; Kock, 2015a).”
Green HRM, psychological green climate and pro-environmental behaviors: An efficacious drive towards environmental performance in China (2021, methodology): “Past research proclaimed that full collinearity test could be deployed to find whether data was flamed with the issue of common method bias while using structural equation modeling (SEM) in partial least squares (PLS-SEM) technique (Kock (2015).”