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A discrete event simulation model for waiting time management in an emergency department: A case study in an Egyptian hospital
Faculty
Computer Science
Year:
2021
Type of Publication:
ZU Hosted
Pages:
Authors:
Israa Abdel Ghaffar Salem Mohammed
Staff Zu Site
Abstract In Staff Site
Journal:
International Journal of Modeling, Simulation, and Scientific Computing world scientific
Volume:
Keywords :
, discrete event simulation model , waiting time
Abstract:
This paper presents a discrete event simulation model to help improving healthcare service provided by an emergency department at a private hospital at Zagazig, Egypt.We construct a patient flow division model by dividing patients according to their severity level. Although patients division and routing have significant evidence in improving health service in terms of waiting times and Length of Stay (LoS), there is a lack in a detailed system evaluation and implementation under this configuration. Based on system observation and health care provider’s interviews, a comprehensive and clear picture of the system has been drawn along with a conceptual model showing different patient flows through the studied system. A discrete event simulation model of the Emergency Department is built using collected data. Different operational scenarios were tested against the baseline scenario to study the impact of patient flow division, including different staff capacities and different patient magnitudes. Results indicate that waiting times and length of patient stay can be significantly improved under the proposed system configuration.
Author Related Publications
Israa Abdel Ghaffar Salem Mohammed, "A Clustered Overflow Configuration of Inpatient Beds in Hospitals", Institute for Operations Research and the Management Sciences, 2021
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Israa Abdel Ghaffar Salem Mohammed, "Estimating Bed Requirements for a Pediatric Department in a University Hospital in Egypt", Modern Management Science & Engineering, 2016
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Israa Abdel Ghaffar Salem Mohammed, "An early discharge approach for managing hospital capacity", International Journal of Modeling, Simulation, and Scientific Computing, 2016
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Israa Abdel Ghaffar Salem Mohammed, "Prediction of Chronic Obstructive Pulmonary Disease Stages Using Machine Learning Algorithms", Springer Nature, 2022
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Israa Abdel Ghaffar Salem Mohammed, "Machine Learning Algorithms for COPD Patients Readmission Prediction: A Data Analytics Approach", Springer Nature, 2022
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Department Related Publications
Mohammed Abdel Basset Metwally Attia, "Discrete greedy flower pollination algorithm for spherical traveling salesman problem", Springer, 2019
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Mohammed Abdel Basset Metwally Attia, "A New Hybrid Flower Pollination Algorithm for Solving Constrained Global Optimization Problems", Natural Sciences Publishing Cor., 2014
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Saber Mohamed, "Training and Testing a Self-Adaptive Multi-Operator Evolutionary Algorithm for Constrained Optimization", ELSEVEIR, 2015
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Saber Mohamed, "An Improved Self-Adaptive Differential Evolution Algorithm for Optimization Problems", IEEE, 2013
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Saber Mohamed, "Differential Evolution with Dynamic Parameters Selection for Optimization Problems", IEEE, 2014
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