If hair loss runs in your family, look for pills that contain more estrogen than progestin. These pills are low on the androgen index, and they can actually stimulate hair growth by keeping your hair in the anagen phase longer. Low-androgen birth control pills include: desogestrel-ethinyl estradiol (Desogen, Reclipsen)