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Analyze Structural Equation Models in Two Steps

Structural Equation Modeling ( #SEM ) is a powerful analytic tool that allows theory testing using confirmatory factor analyses and multiple regressions at the same time. Anderson & Gerbing (1988) set the foundation for how to analyze using SEM in two steps. I will review and two steps and share best practices from more contemporary articles. Check out the resources below for gaining deeper understanding. Referenced resources: Consortium for the Advancement of Research Methods and Analysis (CARMA): https://carmattu.com/ 2-Step Approach: Anderson & Gerbing, 1988 http://www.personal.psu.edu/jxb14/M55... Degrees of Freedom: Cortina et al., 2017 https://journals.sagepub.com/doi/pdf/... Measurement Invariance testing: Vandenberg & Morielli, 2016 https://www.elgaronline.com/view/edco... (Requires library access or payment) Great SEM Resource: Statistical and Methodological Myths and Urban Legends: Doctrine, Verity and Fable in Organizational and Social Sciences (Lance & Vandenberg, 2014) https://amzn.to/3HJb9yl