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7 months ago in Conceptualization By KarenZoxia

Explain the two-stage analytical procedure in PLS-SEM: first assessing the measurement model, then the structural model.

Describe the two-stage analysis process in PLS-SEM, starting with the evaluation of the measurement model followed by the assessment of the structural model.

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By Sohail Answered 5 months ago

The procedure is sequential. First, the measurement model is assessed to ensure constructs are reliably measured. For reflective constructs, this involves evaluating indicator loadings, internal consistency, and discriminant validity. Second, the structural model is evaluated by examining the significance and strength of path coefficients (hypothesized relationships), the R² values of endogenous constructs, and the model's predictive relevance (Q²).  

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