Suboptimal communication between patients and physicians can result in patients misunderstanding important aspects of their care. This study found that the majority of patients with cancer reported a more optimistic survival prognosis than their oncologists. These findings suggest the need to improve physician–patient communication about prognosis in order to ensure appropriate discussion of treatment decisions and goals.