A hierarchical linear regression is a special form of a multiple linear regression analysis in which more variables are added to the model in separate steps called “blocks.”

Step 1: age, gender (control for these) e.g. My understanding is that hierachical regression can be used to control for variables known to predict the DV by entering them in the first step.

Multiple hierarchical regression : First I would do a multiple regression to test the 4 levels of the IV. In the context of multiple regression: a moderator effect is just an interaction between two predictors, typically created by multiplying the two predictors together, often after first centering the predictors.

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