At high altitudes, the atmospheric pressure is significantly lower compared to sea level. This leads to a reduction in the partial pressure of oxygen in the atmosphere, which in turn reduces the amount of oxygen available to the blood and tissues. This is the primary reason for the lower oxygen concentration in people living at high altitudes.
Final Answer:
\[
\boxed{\text{The correct answer is (3), low atmospheric pressure.}}
\]