Hemoglobin levels are crucial for assessing the oxygen-carrying capacity of blood, which is vital for diagnosing and managing conditions like anemia and polycythemia. These levels can be influenced by various factors, including age, sex, altitude, and underlying health conditions, making them an essential parameter in clinical evaluations.