An Extensive Comparison Between CBSEM and Consistent PLS-SEM On Producing the Estimates of Construct Correlation in Applied Research

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...

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Bibliographic Details
Published in:Journal of physics. Conference series 2021-05, Vol.1874 (1), p.12083
Main Authors: Afthanorhan, Asyraf, Awang, Zainudin, Aimran, Nazim, Arifin, Juliana
Format: Article
Language:English
Subjects:
CBSEM
Consistent PLS
Construct Correlation
Mathematical models
Model testing
Monte Carlo
Monte Carlo simulation
Multivariate statistical analysis
Physics
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Summary: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.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1874/1/012083