Isolating the behavioral effect of each variable serves to confirm or refute the marketer???s hypothesis or the rules of thumb often used to support decisions. ???$200 cash back??? might seem like a winning promotion, but response rates will vary depending on the customer segment targeted, how the incentive is physically presented and other factors.