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, t...
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| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2021
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| Subjects: | |
| Online Access: | http://eprints.unisza.edu.my/4418/1/FH03-FPP-21-54259.pdf http://eprints.unisza.edu.my/4418/ |
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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. |
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