We have calculated numerically the conductivity of a system of random points connected by conductances that decrease exponentially with the separation distance. We compare critically various methods that have been proposed to solve the problem of hopping conduction in amorphous semiconductors and observe that the numerical results can be quantitatively understood using ideas based on percolation theory.