Patients receiving oxygen therapy should be closely monitored. Key parameters include oxygen saturation levels (SpO2), arterial blood gases (ABG), and clinical signs of respiratory distress. Continuous monitoring helps to adjust oxygen delivery and prevent complications such as oxygen toxicity.