As the Afro-Portuguese were increasingly excluded from the higher levels of colonial administration, they had to compete with poor white immigrants for lower level jobs.  Modern forms of transportation like the railroad and steamships began to dominate trade at the expense of the old mestiço-controlled caravans, further undermining their economic activities. 