This thorough analysis delves into the critical subject of ambulance response times in Bahrain. Researchers will analyze various factors influencing these response periods, including urbanization patterns. The aim is to uncover the efficiency of Bahrain's emergency medical services and identify areas for potential enhancement. Through a statistical