An extensive comparison between CBSEM and consistent PLS-SEM on producing the estimates of construct correlation in applied research

Wan Mohamad Asyraf, Wan Afthanorhan and Zainudin, Awang and Aimran, N. and Arifin, J. (2021) An extensive comparison between CBSEM and consistent PLS-SEM on producing the estimates of construct correlation in applied research. In: RETREAT 2020, 01-03 Dec 2020, Online.

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Abstract

Structural Equation Modelling (SEM) is always recognized as the method of choice across research fields when involving multiple construct, observed variables and relationships. However, there are a very few studies had investigated the SEM efficiency on producing the construct correlation. Thus, the Monte Carlo simulation was conducted on two different methods (CBSEM and Consistent PLS) using different sample size and model. The findings revealed that the CBSEM is performed consistently than Consistent PLS when the model being tested is in factor. The recommendations also provided to guide the SEM users.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > QA Mathematics
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Business and Management
Depositing User: Fatin Safura
Date Deposited: 11 Jan 2022 02:18
Last Modified: 11 Jan 2022 02:18
URI: http://eprints.unisza.edu.my/id/eprint/4418

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