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

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spelling 10440 https://intelek.unisza.edu.my/intelek/pages/view.php?ref=10440 https://intelek.unisza.edu.my/intelek/pages/search.php?search=!collection407072 Restricted Document Conference Conference Paper application/pdf 5 1.6 Adobe Acrobat Pro DC 20 Paper Capture Plug-in Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML like Gecko) Chrome/90.0.4430.212 Safari/537.36 2021-07-14 00:22:57 4418-01-FH03-FPP-21-54259.pdf UniSZA Private Access 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 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. RETREAT 2020 Online
spellingShingle An extensive comparison between CBSEM and consistent PLS-SEM on producing the estimates of construct correlation in applied research
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.
title 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_short An extensive comparison between CBSEM and consistent PLS-SEM on producing the estimates of construct correlation in applied research
title_sort extensive comparison between cbsem and consistent pls-sem on producing the estimates of construct correlation in applied research