Retrospective Analysis of Trends and Relationships in ER Visits, OPD Referrals and OPD Patient Volumes at Ibrahim Bin Hamad Obaidullah Hospital (January - June 2024)

__________________________________________________________________________________Introduction:Healthcare facilities often face overcrowding and extended waiting times in emergency rooms (ERs). Thisleads to higher patient morbidity and mortality rates and reduces patient satisfaction. Managing patient flowbetween the ER and the Outpatient Department (OPD) at Ibrahim Bin Hamad Obaidullah Hospital (IBHOH)is crucial to addressing these issues. The study analyzes the relationship between ER visits and OPDworkflow from January to June 2024. Seasonal fluctuations, infectious disease outbreaks, and delays in OPDappointments are also considered.Aim:This study explores the connection between ER visits, OPD referrals, and OPD patient volumes at IBHOHover the first half of 2024. The goal is to find trends and correlations and to understand how these factorsaffect hospital operations. Understanding these trends is crucial for efficiently allocating resources,improving patient flow, and enhancing the quality of care at the hospital.Methodology:The study retrospectively reviews hospital records from January to June 2024. Data is segmented by monthand validated against multiple sources to ensure accuracy. The study used SPSS and Python to performstatistical analysis. The trends and correlations are visualized through graphs and charts. To ensure patientconfidentiality, the study will adhere to ethical guidelines using aggregated data without personal identifiers.Conclusion:The study reveals a strong link between ER visits, OPD referrals, and OPD patient volume, suggestingstrategic improvements that can manage ER congestion and improve patient care and flow. To maintainhigh-quality patient care and boost operational efficiency, standardizing referral protocols, adjusting staffingbased on real-time data, and implementing continuous monitoring systems are recommended.