I tend to agree with Sanya in that I am not sure about the universality of this. There might of course be instances where this is the case.
A pure metal has a periodic lattice of ions. There is then a conduction band of electrons that fills the space between the ions. These electrons have wave vectors in the reciprocal space. In space the occurrence of ions at locations according to elementary translation vectors $\vec t_i$ in the $x,~y,z$ with
$$
\vec T~=~\sum_{i=1}^3n_i\vec t_i
$$
the reciprocal basis is given by
$$
\vec t_i~=~2\pi\vec n_i\frac{\epsilon_{ijk}t_jt_k}{\epsilon_{ijk}t_it_jt_k}.
$$
so the reciprocal lattice vector is
$$
\vec G~=~\sum h_i\vec t_i,
$$
where $\vec G_i~=~h_i\vec t_i$ The volume associated with this vector is a Brillouin zone. The volume of the Brillouin zone is
$$
Vol~=~\epsilon_{ijk}G_iG_jG_k.
$$
An electron in the lattice with wave vector $\vec k$ passes between Brillouin zones with $\vec k'~=~\vec k~+~\vec G$. We then have for a near perfect lattice lots of electrons passing through Brillouin zones accordingly and they then constructively interfere as waves. We can now see that if we have an imperfect lattice there may now be more destructive interference of waves.
This may not be universally the case. For a semiconductor crystalline lattice the introduction of impurities increases its conductivity. This is because this doping permits more movement of electrons from the valence bands associated with the ions to the conduction band. So for semiconductors exactly the opposite can happen; the introduction of impurities with various properties can increase conductivity.
It may be the case that very pure metals have in most cases more conductivity. Of course pure copper and iron are very ductile and weak. As a result we introduce impurities, carbon in iron or zinc in copper (brass). There is also the question of what happens with lattice dislocations. If you take a piece of copper tubing you find it is very flexible. However, if you bend it back and forth it becomes stiff. This is because lots of lattice imperfections result which block further motion. Similarly with iron dislocations, usually due to impurities make it harder. How these play a role I am not certain of.