The researchers used information from the 16 months before and after the Medicare Part D program started to estimate how much money people would have spent on their medicines, and how many pills they would have received, if the program never existed. Then, to estimate the effect of the program, they compared peoples' actual expenses and pills received with the predictions of what would have happened if Part D had never existed.