Patients who typically require 24 hour supervision include those with severe chronic illnesses, advanced dementia, significant mobility issues, or those recovering from major surgery. It is also essential for patients with mental health conditions that pose a risk to themselves or others. This level of care is often provided in settings such as nursing homes, hospitals, and assisted living facilities.