Challenges in Nonlinear Structural Equation Modeling

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Advanced Nonlinear Latent Variable Modeling: Distribution Analytic LMS and QML Estimators of Interaction and Quadratic Effects (2011, methodology): “Customer-related social stressors were measured by 27 items, mostly taken from Dormann and Zapf (2004). Three correlated subscales, Customer Aggression (9 items), Customer Coordination Problems (15 items), and Disliked Customers (3 items), were used as indicators of the latent predictor, customer-re”
Integrating Moderation and Mediation (2016, background): “parallels between Edwards and Lambert’s (2007) and Hayes’s (2013) approach and attempt to introduce the LMS procedure in the organizational literature.”
12 Structural Equation Modeling in Management Research: A Guide for Improved Analysis (2009, unknown): “Simulation studies indicate that these methods perform well relative to methods that involve product indicators discussed in the preceding paragraph (Dimitruk, Schermelleh‐Engel, Kelava, & Moosbrugger, 2007 ; Klein & Moosbrugger, 2000 ; Klein & Muthen, 2007 ; Lee, Song, & Poon, 2004 ; Schermelle”
Mediator and moderator effects of demands on self-control in the relationship between work load and indicators of job strain (2009, methodology): “Alternatively, the log-likelihood difference test (D-2LL; Dimitruk et al., 2007) validates the improvement in model fit of the moderated SEM in comparison to a linear SEM without interaction terms.”