I've read somewhere before that the religious compulsion towards having many children is to keep the meme of religion going through multiple generations. It's certainly highly prevalent through the Catholic Church, especially given that the priesthood is essentially a non-replenishing rank based off the old tradition of following in your fathers footsteps for work.