2nd hop timing out is not necessarily an issue... Some devices are configured to not respond which would look like a timeout.

Ping are high though...

Generally shaping will not increase pings. Not icmp ones anyway. Depends on the exact implementation though... Standard shaping will not but being moved into a pool of users with worse contention might I guess. Never seen shaping related high icmp pings though.