Not all prostitutes are forced into it. Some indeed go into it willingly and even plan it out for a set term. I know several personally.
I'm sure some do claim it's their choice, like JW kids saying they really don't want Birthdays and Christmas, but I believe they are atypical and I don't care much for claims otherwise.