Simple oxygen masks are typically used in situations where a patient requires a moderate concentration of oxygen, generally between 40% and 60%. They are often employed in emergency settings, during post-operative recovery, or for patients with acute respiratory conditions such as asthma, pneumonia, or chronic obstructive pulmonary disease (COPD).