I'd raise more preflop. Compare relative stack-to-pot ratio on the flop if you would make it 60, 70, 80c preflop.
What range do you put them on on the the turn, and why do you check?

Bottom line is: I wouldn't play that table. There are 3 50bb shortstacks and 2 20bb shorties.