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Finally, we discuss limitations of the structural equation modeling approach, and we emphasize the importance of non-statistical methods for scientific discovery. Whereas researchers studying covariance-based structural equation modeling (CB-SEM) have often considered the latest findings when testing mediation.
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  • Advantages of using structural equation modeling instead of standard regression methods for mediation analysis.
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    Moreover, these methods have each appeared in isolation, so a unified framework that integrates the existing methods, as well as new multilevel mediation models, is lacking.

  • Aug 3, 2020 · ABSTRACT.
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  • In this chapter we discuss advantages to using the SEM framework in the context of causal mediation analysis.
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  • Causal mediation analysis is the generally preferred method as its casual effect estimates help unravel causal mechanisms.
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    Correlation analysis was also carried out for the main variables.

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