There are many potential reasons I can think of. Some are completely off the wall random or wrong:
Poor decision making. You'd be surprised but many don't quite know how contraception works and just believe God will take care of it. Some don't mind because they think they'll get more govt. assistance if they have another kid. There is a status perception in the community. Some think they'll fix their relationship with their partner if they have another child.
One a higher level (subconscious perhaps), you can think people who have not much going on for themselves, and see themselves basically stuck, will give up on reaching whatever goals they might have had and instead choose to procreate, hoping at least on of their children will reach those goals.
At least back in the day I heard families were large, but child mortality and mortality was high too. It was expected many would not make it, so it (again perhaps subconscious) a hedging strategy -- have more children.