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تحليل نسب التوظيف×نموذج إشغال أسرة المستشفى×
المجالإدارة الرعاية الصحيةإدارة الرعاية الصحية
العائلةProcess / pipelineProcess / pipeline
سنة النشأة19902000
صاحب الطريقةHealthcare operations and nursing researchHealthcare operations researchers
النوعQuantitative workforce planning methodologyStochastic simulation and time-series forecasting
المصدر التأسيسيAiken, L. H., Clarke, S. P., Sloane, D. M., Sochalski, J., & Silber, J. H. (2002). Hospital nurse staffing and patient mortality, nurse burnout, and job dissatisfaction. JAMA, 288(16), 1987–1993. DOI ↗Tikk, D., Kóczy, L. T., & Gedeon, T. D. (2003). A survey on fuzzy relational equations and their applications in web intelligence. In W. Pedrycz (Ed.), Handbook of Granular Computing (pp. 521–542). John Wiley & Sons. link ↗
الأسماء البديلةStaffing Model, Nursing Ratio AnalysisBed Occupancy Forecasting, Hospital Census Prediction
ذات صلة55
الملخصStaffing Ratio Analysis is a systematic method for determining appropriate healthcare worker levels (nurses, physicians, technicians) based on patient volume, acuity, and task requirements. Research shows that staffing levels directly impact patient safety, quality, and staff burnout; systematic analysis supports evidence-based workforce planning.Hospital bed occupancy models forecast the number of occupied beds at future times by analyzing admission patterns, length of stay distributions, and discharge dynamics. These models support tactical decisions about staffing, supply chain management, and strategic decisions about capacity expansion.
ScholarGateمجموعة البيانات
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  2. 3 المصادر
  3. PUBLISHED
  1. v1
  2. 3 المصادر
  3. PUBLISHED

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ScholarGateقارن الطرق: Staffing Ratio Analysis · Hospital Bed Occupancy Model. استُرجع بتاريخ 2026-06-19 من https://scholargate.app/ar/compare