![]() Though the popularity of LGCM was more outstanding than PLS-SEM for the panel survey data, LGCM has several limitations such as statistical assumptions, reliable sample size, number of repeated measures, and missing data. ![]() Based on the reviewed articles, the LGCM and PLS-SEM showed an increasing trend of publication in the panel survey data. The integrated bibliometric analysis and systematic review were employed in this study. It highlights the gaps in the current and existing approaches of PLS-SEM practiced by researchers in analyzing panel survey data. This study explores the distributions and trends of LGCM, and PLS-SEM used in panel survey data. ![]() The application of Latent Growth Curve Model (LGCM) and Partial Least Square Structural Equation Modeling (PLS-SEM) has gained much attention in panel survey studies. ![]()
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