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Efficient Model for Emergency Departments: Real Case Study
Faculty
Computer Science
Year:
2021
Type of Publication:
ZU Hosted
Pages:
21
Authors:
Abdallah Gamal abdallah mahmoud
Staff Zu Site
Abstract In Staff Site
Journal:
Computers, Materials & Continua Tech science press
Volume:
70
Keywords :
Efficient Model , Emergency Departments: Real Case
Abstract:
There are several challenges that hospitals are facing according to the emergency department (ED). The main two issues are department capacity and lead time. However, the lack of consensus on performance criteria to evaluate ED increases the complication of this process. Thus, this study aims to evaluate the efficiency of the emergency department in 20 Egyptian hospitals (12 private and 8 general hospitals) based on 13 performance metrics. This research suggests an integrated evaluation model assess ED under a framework of plithogenic theory. The proposed framework addressed uncertainty and ambiguity in information with an efficient manner via presenting the evaluation expression by plithogenic numbers. Data Envelopment Analysis (DEA) technique is used in order to measure the efficiency of the emergency department of 20 hospitals according to the number of treated patients and effect on patient's life quality based on 11 factors. Using the Analytic Hierarchy Process (AHP), the weight of efficiency factors will be measured based on neutrosophic linguistic scale pairwise comparison. Plithogenic operations provide more accurate aggregation result according to contradiction degree between criteria values. The results show that ten of the hospitals are providing efficient service in their emergency department, while the other ten are less efficient. The analysis of the results shows that 58% of private hospitals emergency department is operating efficiently, while the efficient general hospitals represent 38%.
Author Related Publications
Abdallah Gamal abdallah mahmoud, "A novel model for evaluation Hospital medical care systems based on plithogenic sets", Elsevier B.V., 2019
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Abdallah Gamal abdallah mahmoud, "An approach of TOPSIS technique for developing supplier selection with group decision making under type-2 neutrosophic number", Elsevier B.V., 2019
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Abdallah Gamal abdallah mahmoud, "A Group Decision Making Framework Based on Neutrosophic TOPSIS Approach for Smart Medical Device Selection", Springer US, 2019
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Abdallah Gamal abdallah mahmoud, "A Security-by-Design Decision-Making Model for Risk Management in Autonomous Vehicles", IEEE, 2021
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Abdallah Gamal abdallah mahmoud, "Evaluation of sustainable hydrogen production options using an advanced hybrid MCDM approach: A case study", Elsevier, 2021
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Department Related Publications
Noha Mohamed Ibrahiem Mohamed Hamza, "A constraint consensus memetic algorithm for solving constrained optimization problems", Taylor & Francis, 2014
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Saber Mohamed, "A surrogate-assisted differential evolution algorithm with dynamic parameters selection for solving expensive optimization problems", IEEE, 2014
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Saber Mohamed, "Differential Evolution Combined with Constraint Consensus for Constrained Optimization", IEEE, 2011
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Mohammed Abdel Basset Metwally Attia, "An approach of TOPSIS technique for developing supplier selection with group decision making under type-2 neutrosophic number", Elsevier B.V., 2019
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Mohammed Abdel Basset Metwally Attia, "Krill herd algorithm based on cuckoo search for solving engineering optimization problems", Springer, 2019
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