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The use of structural equation modeling (SEM) has grown rapidly in academic research, market analysis, and social sciences. Among the various software options available, SmartPLS 4 stands out as one of the most powerful and user-friendly tools for Partial Least Squares SEM (PLS-SEM). However, because the software requires a paid subscription for advanced features and large datasets, many users frequently search for shortcuts like a