We had the same discussion a few months ago here between /u/Iphikrates our Classical Greek warfare expert and others and it seems no one really knows.

Although /u/PMBardunias said that only the hoplites aspis had a curvature in their shield that would allow them to withstand a push that happens once in a while without being crushed here