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1 year ago in Conceptualization By Arunava Bhar

Critically discuss a key limitation of AMOS/CB-SEM compared to variance-based methods, particularly concerning model complexity and data requirements.

Critically evaluate one major limitation of AMOS and covariance-based SEM compared with variance-based approaches, especially in relation to model complexity and data requirements.

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By Raman Answered 9 months ago

A key limitation of AMOS/CB-SEM is its stringent requirement for normally distributed data and its inability to handle very complex models with smaller samples. It demands a high sample-to-parameter ratio and struggles with formative constructs. In contrast, variance-based methods like PLS-SEM are prediction-oriented, robust to non-normal data, and can handle complex models with smaller samples more effectively.  

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