Chronic respiratory failure is a long-term condition in which the respiratory system is unable to adequately exchange oxygen and carbon dioxide in the body, leading to decreased oxygen levels and increased carbon dioxide levels. This can result from various underlying lung diseases, neuromuscular disorders, or chest wall abnormalities.