Direction Dependence Analysis: A Framework to Test the Direction of Effect in Linear Models with Implementation in Spss

Direction Dependence Analysis (DDA) is introduced which enables researchers to test the direction of effects in linear models (e.g., x → y versus y → x) using observational data. An Empirical example is provided to illustrate the application of DDA with three SPSS macros in multiple regression modeling.