What type of country is most likely to have a federal system of government?

A country that is large is most likely to have a federal system of government, basically any country can have one if the population and/or the groups representing the population agree to waive certain rights of a local government to a centralized form of government. The powers can be weak or strong all depending on the powers granted to it or not granted to it.