Blood gas analysis is a diagnostic test that measures the levels of oxygen, carbon dioxide, and the pH of blood to assess respiratory and metabolic function. It is crucial for diagnosing and managing conditions affecting acid-base balance, ventilation, and oxygenation in critically ill patients.