Bill spends his money on flowers and cookies so as to maximize his total utility. Both flowers and cookies start off costing $2 each. At that price, Bill buys three flowers and two cookies. When the price of flowers is lowered to $1, Bill buys eight flowers and one cookie. Which of the following statements about Bill's reaction to the price change is NOT true?