Geographic Coterminous of COVID-19 Case and Vaccination Centers in the Greater Accra Metropolitan Area, Ghana

Clement kwang, A. Owusu, I. Sarfo, Emmanuel Yeboah
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Abstract

Ghana was the first country globally to receive about 600,000 Oxford-AstraZeneca vaccine doses from the WHO-backed Covax program in February 2021. Ghana’s initial plan was to vaccinate about two-thirds of its adult population by the end of October 2021. This necessitated the selection of vaccination centers across the country. This study analyzed vaccination centers location against other factors, including COVID-19 cases, population density, and poverty level to assess the efficiency of each center's location in Greater Accra Metropolitan Area (GAMA). Our study applied spatial-analytical techniques to access the spatial coterminous distribution of COVID-19 cases with vaccination centers within GAMA. Hotspot analysis of cases was performed using kernel density tool and compared to hotspots of vaccination centers. Nearest neighbor analysis and error differential ellipse were performed to access the spatial pattern of the distribution of COVID-19 vaccination centers within the GAMA. This study revealed three local clusters of COVID-19 cases in Tema East municipality, Ayawaso Central, and Ablekuma West; three vaccination hotspots, found in Ashaiman, Madina, and AyawasoCentral localities. COVID-19 case clusters are not coterminous with vaccination centers. The top three vaccination clusters were found in Ashiaman, Madina-La Nkwantanan, and Kpone-Katamanso which are inhabited by indigenous populations and also recorded the lowest COVID-19 cases. Tema East and Ayawaso East, which have the highest number of COVID-19 cases, recorded the lowest number of vaccination centers. We conclude that need-based allocation is lacking in the distribution of vaccination centers, which partly affects the equitable access and spatial distribution of COVID-19 vaccines.
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加纳大阿克拉都会区 COVID-19 病例和疫苗接种中心的地理位置相似性
2021 年 2 月,加纳成为全球第一个从世界卫生组织支持的 Covax 计划中接种约 600,000 剂牛津-阿斯利康疫苗的国家。加纳最初的计划是在 2021 年 10 月底之前为约三分之二的成年人口接种疫苗。这就需要在全国范围内选择疫苗接种中心。本研究针对其他因素(包括 COVID-19 病例、人口密度和贫困程度)分析了疫苗接种中心的位置,以评估大阿克拉都市区(GAMA)各中心位置的效率。我们的研究采用了空间分析技术,以了解 COVID-19 病例与大阿克拉都市区内疫苗接种中心的空间同位分布情况。使用核密度工具对病例进行了热点分析,并与疫苗接种中心的热点进行了比较。通过近邻分析和误差差分椭圆来了解 COVID-19 疫苗接种中心在 GAMA 中的空间分布模式。这项研究揭示了特马东市、阿亚瓦索中部和阿伯库马西部的三个 COVID-19 病例地方集群;在阿沙曼、麦地那和阿亚瓦索中部地区发现了三个疫苗接种热点。COVID-19 病例集群与疫苗接种中心不在同一地点。前三大疫苗接种集群分别位于阿希曼、麦地那-拉恩宽塔南和克波内-卡塔曼索,这些地方都是土著居民居住区,也是 COVID-19 病例最少的地方。特马东区和阿亚瓦索东区的 COVID-19 病例数最多,但疫苗接种中心的数量却最少。我们的结论是,疫苗接种中心的分配缺乏按需分配的原则,这在一定程度上影响了 COVID-19 疫苗的公平获取和空间分布。
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