Common reasons for choosing a divorce by publication include situations where the other party cannot be located or refuses to respond, cases where the other party is incarcerated or in the military, and situations where the other party is abusive or threatening. It is important to consult with an attorney to determine if a divorce by publication is the best option for your specific situation.