This multi-year study analyzed end-of-life discussions at a cancer center over four years. On average, 113 patients expired each year, with 60 expiring seven or more days after admission. Lung cancer was the most common cause of death. While palliative care consultations occurred for only 25.5% of patients on average, the study found no correlations between variables like timing of discussions, location, attendance, and palliative care involvement. Without interventions between years, the study could not measure performance improvement directly. Future research would require implementing interventions to gauge their impact over multiple years.