Because it would be so hard to look up what is a valid three digit SSN prefix and throw some ten-sided dice to generate the rest of the numbers.

A friend of mine sort of had his SSN appropriated. Someone used it to get a job, and regularly made deposits to his social security retirement account. He didn't mind that too much.