Federalism is often adopted in states with diverse ethnic groups to prevent the dominance of one group over others, ensuring equitable representation and power distribution. This system allows for multiple levels of government, which can address the unique needs and concerns of various communities. By promoting inclusivity and cooperation among different ethnicities, federalism helps maintain national unity and stability.