The penalty for polygamy is having more that one wife...
I used to work with a guy that married a girl from Nigeria(if I recall correctly).
His father in law was considered a wealthy man and had 3 wives, each living in their own apartment.
He said that they had visited him a few times and from what he could tell - he was 3 times more henpecked.