Affiliation:
1. Department of Statistics The Islamia University Bahawalpur Pakistan
2. Department of Mathematics, College of Science Jazan University Jazan Saudi Arabia
3. District Headquarter Hospital (DHQH) Muzaffargarh Pakistan
4. Department of Pre‐Clinical Affairs, College of Nursing, QU Health Sector Qatar University Doha Qatar
5. Department of Emergency THQ Hospital Jatoi Muzaffargarh Pakistan
Abstract
AbstractBackgroundA consistent referral system and patient patronage are the primary connections between the three tiers in the healthcare delivery system. Patients were scheduled to visit primary care clinics for the first time. Subsequently, patients are moved to more distinguished healthcare facilities to receive additional care.ObjectivesThis study aims to investigate the reasons behind patients' transfer from primary and secondary care to tertiary care, as well as the critical factors that influence these referrals.MethodsThis study employs a mixed‐methods approach to explore factors determining referral service provision across primary, secondary, and tertiary healthcare levels. Along with conducting semi‐structured interviews with healthcare professionals, we systematically examined a wealth of retrospective data on 1331 referred patients from 130 health facilities, including patient records, demographics, referral status, and clinical presentation. All statistical analysis was processed in R, and Corel Draw 12 was also used for graphical illustration.ResultsHealthcare facilities referred most emergencies to several departments, including the cardiac care unit, medical, urology, intensive care unit/emergency, obstetrics and gynaecology, children's, orthopaedic, and psychiatry. The percentage of all cases referred is displayed ward‐by‐ward; the intensive care unit/emergency wards have a high referral ratio of 65.51%, while the obstetrics and gynaecology wards have an 18.40% referral ratio.ConclusionThere is a need for increased government investments to strengthen the capacity, human resources, and availability of equipment in primary, secondary, and tertiary public health facilities to deliver quality services in order to reduce the patient referral ratio.