Some old studies suggest that continuing to take birth control pills even after conceiving can increase the risk of congenital abnormalities. According to a study conducted in 2015, taking pills when you are pregnant will not increase the risk of major birth abnormalities. A study conducted in 2016 showed that babies born to mothers who took birth control pills are more prone to wheezing and rhinitis.