Final answer:
The probability distribution of X, the spending of mall shoppers, is a normal distribution with a mean of $148 and a standard deviation of $15.
Step-by-step explanation:
The spending of mall shoppers, as described in the market research, follows a normal distribution. The mean (or average) spending is $148 and the standard deviation is $15. Therefore, the probability distribution of X, which represents the spending of a randomly selected shopper, is a normal distribution with parameters μ (mean) = $148 and σ (standard deviation) = $15.