Conservation planning is carried out on a variety of geopolitical and bioge
ographical scales. Whereas considerable consensus is emerging about the mos
t appropriate procedures for identifying conservation areas, the spatial im
plications of conducting conservation planning at divergent scales have rec
eived little attention. Here we explore the consequences of planning at dif
ferent geopolitical scales, using a database of the mammalian fauna from th
e Northern Provinces of South Africa. The conservation network resulting fr
om treating the region as one unit is compared with networks generated sepa
rately for the provinces nested in that region. These outcomes are evaluate
d in ter ms of (i) their land use efficiencies, (ii) their spatial overlap,
and (iii) the impact of algorithm attributes. Although land use efficienci
es are greater on broader scales, on average the spatial congruence between
the broad-scale regional network and fine-scale provincial networks was <1
4%. Algorithms using different selection rules fail to improve this disturb
ing outcome. Consequently, scale has an overwhelming influence on areas ide
ntified as conservation networks in geopolitical units. This should be reco
gnized in conservation planning.