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

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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Published in:Journal of Physics: Conference Series
Main Author: Afthanorhan A.; Awang Z.; Aimran N.; Arifin J.
Format: Conference paper
Language:English
Published: IOP Publishing Ltd 2021
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85109102863&doi=10.1088%2f1742-6596%2f1874%2f1%2f012083&partnerID=40&md5=2e9fcf0787ba15037af54e2c1c61c140
id 2-s2.0-85109102863
spelling 2-s2.0-85109102863
Afthanorhan A.; Awang Z.; Aimran N.; Arifin J.
An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
2021
Journal of Physics: Conference Series
1874
1
10.1088/1742-6596/1874/1/012083
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85109102863&doi=10.1088%2f1742-6596%2f1874%2f1%2f012083&partnerID=40&md5=2e9fcf0787ba15037af54e2c1c61c140
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. © Published under licence by IOP Publishing Ltd.
IOP Publishing Ltd
17426588
English
Conference paper
All Open Access; Gold Open Access
author Afthanorhan A.; Awang Z.; Aimran N.; Arifin J.
spellingShingle Afthanorhan A.; Awang Z.; Aimran N.; Arifin J.
An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
author_facet Afthanorhan A.; Awang Z.; Aimran N.; Arifin J.
author_sort Afthanorhan A.; Awang Z.; Aimran N.; Arifin J.
title An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
title_short An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
title_full An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
title_fullStr An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
title_full_unstemmed An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
title_sort An Extensive Comparison between CBSEM and Consistent PLS-SEM on Producing the Estimates of Construct Correlation in Applied Research
publishDate 2021
container_title Journal of Physics: Conference Series
container_volume 1874
container_issue 1
doi_str_mv 10.1088/1742-6596/1874/1/012083
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85109102863&doi=10.1088%2f1742-6596%2f1874%2f1%2f012083&partnerID=40&md5=2e9fcf0787ba15037af54e2c1c61c140
description 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. © Published under licence by IOP Publishing Ltd.
publisher IOP Publishing Ltd
issn 17426588
language English
format Conference paper
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
_version_ 1809677893531336704

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