Fertility doctors advise men who have low testosterone levels but are looking to get pregnant against taking testosterone supplements; this is because a side effect of testosterone usage is a reduction in sperm production which could eventually reduce the chance of a woman getting pregnant. Although chances are slim, it is possible for a man taking testosterone to get a woman pregnant, depending on how long he has been on the supplement; if he only just started the replacement therapy, the chances are higher.