Why do people have problems breathing at higher altitudes?

At high altitude the oxygen levels are lower. In order to supply the same amount of oxygen to your body you need to breath harder. The increased breathing causes you to also breath out more carbon dioxide which causes the blood to get less acidic. After a few days the kidneys can compensate and restore a normal pH.