More likely they are going go jail for not paying the legal fees that were court ordered after they failed to pay the debt in the first place. Or they are going to jail for failing to pay court ordered child support. Both are debts, but once it becomes ordered by the court and you still can't pay it you go to jail for contempt of court.
Correct. Unless your name is Bill Clinton, you go to jail for contempt of the legal process.