**Main effect**is defined as a statistical effect that occurs when a single independent variable affects a dependent variable ; the condition in which the effect of one independent variable is the same at all levels of another independent variable In a factorial design , main effect is the relationship between the levels of one independent variable and a dependent variable averaged across the levels of other independent variables.