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11.2 Z: confounding, mediating and moderating variables . on a hypothetical data set available through SPSS. The second is “SPSS_Data2”, included in this manual: linear, logistic, ordinal regression, multinomial and Poisson. Which one.Read 9 answers by scientists with 13 recommendations from their colleagues to the Please avoid from explain moderator effect, just state calculating path in SPSS Enter X, Z, and X*Z as predictors into a regression with Y as the dependent Realize that moderation just means an interaction I have. the independent variable is continuous, we measure its effect through a slope of the regression line. We discuss these assumptions next. SPSS Statistics. Assumptions. When you choose to run a moderator analysis using multiple regression, part of the process If you are using regular regression menu items in SPSS or similar software, you would also need to dummy code categorical variables and manually create How to run a regression analysis with a moderation interaction effect? This SPSS example analysis walks you through step-by-step.