Which was a major result of the struggle for Africa by European powers between 1880's and world war 1

Which was a major result of the struggle for Africa by European powers between the 1880's and World War I?

The choices are:

-An increase in the slave trade

-The strengthening of traditional village ties

-An increase in tribal warfare

-The creation of arbitrary colonial boundaries

Arbitrary colonial boundaries