Open AccessAn Extensive Comparison Between CBSEM and Consistent PLS-SEM On Producing the Estimates of Construct Correlation in Applied Research
Author(s) -
Asyraf Afthanorhan,
Zaiki Awang,
Nazim Aimran,
Juliana Arifin
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1874/1/012083
Subject(s) - structural equation modeling , construct (python library) , monte carlo method , correlation , sample (material) , statistics , mathematics , econometrics , psychology , computer science , chemistry , chromatography , geometry , programming language
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.