For the case of clustering, due to the analytical challenge posed by the existence of short closed loops in the contact network, it has generally been more difficult to make similar progress. Existing theoretical work has therefore either been restricted to the 'limiting case' of clump structured populations, with all clustering due to completely connected cliques [16] , or else simulation on exemplar networks [13, 14, 17] .