Meaningful Mediation Analysis: Plausible Causal Inference and Informative Communication

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COVID-19: Psychological flexibility, coping, mental health, and wellbeing in the UK during the pandemic (2020, unknown): “The subjective nature of the explanatory and outcome variables of interest would make it difficult to meaningfully apply alternative methods, but longitudinal measurement may help to reduce the additional proximity bias (Pieters, 2017).”
When Celebrities Count: Power Distance Beliefs and Celebrity Endorsements (2018, methodology): “…by using the latent instrumental variable approach offered by Ebbes et al. (2005).6 In summary, we enhance the moderated mediation model by incorporating correction measures with a SEM specification and correcting for endogeneity biases (unconfoundedness; Pieters 2017) with latent instruments.”
Examining an Extended Home Literacy Model: The Mediating Roles of Emergent Literacy Skills and Reading Fluency (2018, methodology): “In addition, the percentage of mediation for each pathway was calculated by dividing each indirect effect by the total indirect effect of each home literacy environment construct (see Pieters, 2017).”