The factor that changes in the response to the manipulation of the independent variable is the dependent variable, as stated in the last answer option (D. dependent variable). This is because it depends on the independent variable to vary.
An example of this could be the amount of sunlight a plant receives (independent variable), and how this plant grows (dependent variable).
