Location-Allocation Model to Improve the Distribution of COVID-19 Vaccine Centers in Jeddah City, Saudi Arabia

被引:10
作者
Alhothali, Areej [1 ]
Alwated, Budoor [2 ]
Faisal, Kamil [3 ]
Alshammari, Sultanah [1 ,4 ]
Alotaibi, Reem [5 ]
Alghanmi, Nusaybah [5 ]
Bamasag, Omaimah [1 ]
Bin Yamin, Manal [6 ]
机构
[1] King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Comp Sci, Jeddah 21589, Saudi Arabia
[2] King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Syst, Jeddah 21589, Saudi Arabia
[3] King Abdulaziz Univ, Fac Architecture & Planning, Geomat Dept, Jeddah 21589, Saudi Arabia
[4] King Abdulaziz Univ, Ctr Excellence Smart Environm Res, Jeddah 21589, Saudi Arabia
[5] King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Technol, Jeddah 21589, Saudi Arabia
[6] Minist Hlth, Planning & Transformat Dept, Jeddah 21176, Saudi Arabia
关键词
location-allocation; geographic information system; point of dispensing; network analysis; COVID-19; vaccine centers; MULTIOBJECTIVE OPTIMIZATION APPROACH; EMERGENCY MEDICAL-SERVICE; FACILITY LOCATION; HEALTH; ALGORITHM; DEPLOYMENT;
D O I
10.3390/ijerph19148755
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The correct distribution of service facilities can help keep fixed and overhead costs low while increasing accessibility. When an appropriate location is chosen, public-sector facilities, such as COVID-19 centers, can save lives faster and provide high-quality service to the community at a low cost. The purpose of the research is to highlight the issues related to the location of COVID-19 vaccine centers in the city of Jeddah, Saudi Arabia. In particular, this paper aims to analyze the accessibility of COVID-19 vaccine centers in Jeddah city using maximal coverage location problems with and without constraint on the number and capacity of facilities. A maximal coverage model is first used to analyze the COVID-19 vaccination coverage of Jeddah districts with no restriction on the facility capacity. Then, a maximize capacitated coverage method is utilized to assess the centers' distribution and demand coverage with capacity constraints. Finally, the minimize facilities model is used to identify the most optimal location required to satisfy all demand points with the least number of facilities. The optimization approaches consider the objective function of minimizing the overall transportation time and travel distance to reduce wastage on the service rate provided to the patients. The optimization model is applied to a real-world case study in the context of the COVID-19 vaccination center in Jeddah. The results of this study provide valuable information that can help decision-makers locate and relocate COVID-19 centers more effectively under different constraints conditions.
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页数:21
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