Methoden vergleichen

	Modell zur Vorhersage von Krankenhauswiedereinweisungen	Lean Healthcare
Fachgebiet	Gesundheitsmanagement	Gesundheitsmanagement
Familie	Process / pipeline	Process / pipeline
Entstehungsjahr	1998	1988
Urheber	Healthcare data analytics and outcomes research	Taiichi Ohno, Toyota Production System
Typ	Logistic regression and machine learning methodology	Continuous improvement methodology
Wegweisende Quelle	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.	Ohno, T. (1988). Toyota Production System: Beyond Large-Scale Production. Productivity Press.
Aliasnamen	Readmission Risk Prediction, Hospital Readmission Forecasting	Lean Healthcare Management, Healthcare Lean
Verwandt	5	5
Zusammenfassung	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.	Lean is a management philosophy that emerged from the Toyota Production System, focused on maximizing patient value while minimizing waste. Applied to healthcare, Lean uses systematic methods to identify and eliminate non-value-added activities, reduce wait times, and improve the quality of patient care.