Linganisha mbinu

	Ukaguzi wa Kimatibabu	Modeli wa Ut napilika wa Kulazwa Hospitalini
Nyanja	Usimamizi wa Huduma za Afya	Usimamizi wa Huduma za Afya
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	1989	1998
Mwanzilishi	UK National Health Service and healthcare quality movements	Healthcare data analytics and outcomes research
Aina	Systematic quality review methodology	Logistic regression and machine learning methodology
Chanzo asilia	Institute of Medicine. (2001). Crossing the Quality Chasm: A New Health System for the 21st Century. National Academies Press.	Jencks, S. F., Williams, M. V., & Coleman, E. A. (2009). Rehospitalizations among patients in the Medicare fee-for-service program. New England Journal of Medicine, 360(14), 1418–1428.
Majina mbadala	Medical Audit, Healthcare Quality Audit	Readmission Risk Prediction, Hospital Readmission Forecasting
Zinazohusiana	5	5
Muhtasari	Clinical audit is a systematic, cyclical process that measures the quality of clinical care against evidence-based standards and benchmarks, identifies gaps, and implements improvements to bring practice into alignment with current best evidence. Originating in the UK NHS, clinical audit is now a fundamental quality assurance tool in healthcare organizations worldwide.	Hospital readmission prediction models use statistical and machine learning techniques to identify patients at high risk of returning to the hospital shortly after discharge. These models guide targeted discharge planning and follow-up to improve outcomes and reduce costs.