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CREATED:20250619T084542Z
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SUMMARY:Mediation and Moderation Analysis Using R
DESCRIPTION:This one-day course introduces the concepts and techniques of moderation and mediation analysis using R\, with a focus on social science applications. Participants will learn how to test for interaction effects (moderation) using regression models\, conduct mediation analysis using structural equation modelling and combine both approaches to explore mediated moderation. Emphasis is placed on interpretation\, visualization\, and reproducible R workflows using real-world data examples. \n\nThe course covers: \n\nA brief refresher on linear regression in R\nModeration analysis using interaction terms in regression\nProbing and visualizing interaction effects\nMediation analysis using path models\nEstimating indirect effects\nMediated moderation\nApplied examples in social sciences\nPractical coding sessions using real datasets in R\n\n\nBy the end of the course participants will: \n\nUnderstand the conceptual foundations of moderation and mediation\nConduct moderation analysis using interaction terms in R\nInterpret and visualize interaction effects\nSpecify and estimate mediation models using path analysis\nTest indirect effects and interpret mediation results\nUse SEM to explore differences in mediation across groups\nApply techniques to real-world social science datasets\n\n\nThe course includes hands-on computer workshops. Participants will use the R programming language.
URL:https://www.swdtp.ac.uk/event-calendar/mediation-and-moderation-analysis-using-r/
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