This document discusses strategies to reduce hospital wait times and avoidable hospitalizations in Saudi Arabia, the UAE, and the United States. It identifies that increased healthcare costs and patient dissatisfaction with long wait times are issues. It proposes identifying high-risk patients for unnecessary admissions and applying alternative modeling techniques. Implementing policies to address problems leading to wait times and incorporating patient preferences could help reduce costs for patients and hospitals from long waits and hospitalizations.