Utilization of hot spot analysis in the detection of spatial determinants and clusters of the Spanish flu mortality

Suzana Lovic-Obradovic, Vladimir Krivošejev, A. Yamashkin
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引用次数: 1

Abstract

The Spanish flu appeared at the end of the First World War and spread around the world in three waves: spring-summer in 1918, which was mild; autumn fatal wave, in the same year; and winter wave in 1919, which also had great consequences. From the United States of America, as the cradle of its origin, the Spanish flu spread to all the inhabited continents, and it did not bypass Serbia either. Research on the Spanish flu, as the deadliest and most widespread pandemic in the human history, was mostly based on statistical researches. The development of the geographic information systems and spatial analyses has enabled the implementation of the information of location in existing researches, allowing the identification of the spatial patterns of infectious diseases. The subject of this paper is the spatial patterns of the share of deaths from the Spanish flu in the total population in Valjevo Srez (in Western Serbia), at the settlement level, and their determination by the geographical characteristics of the studied area-the average altitude and the distance of the settlement from the center of the Srez. This paper adopted hot spot analysis, based on Gi* statistic, and the results indicated pronounced spatial disparities (spatial grouping of values), for all the studied parameters. The conclusions derived from the studying of historical spatial patterns of infectious diseases and mortality can be applied as a platform for defining measures in the case of an epidemic outbreak with similar characteristics.
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热点分析在检测西班牙流感死亡率的空间决定因素和聚集性中的应用
西班牙流感在第一次世界大战结束时出现,并分三波在世界范围内传播:1918年春夏,温和;秋致命一波,同一年;1919年的冬季浪潮,也产生了很大的影响。西班牙流感从其发源地美利坚合众国传播到所有有人居住的大陆,也没有绕过塞尔维亚。西班牙流感是人类历史上最致命和最广泛的流行病,对它的研究主要基于统计研究。地理信息系统和空间分析的发展,使现有研究能够实现位置信息,从而确定传染病的空间格局。本文的主题是在瓦尔耶沃地区(塞尔维亚西部),在定居点水平上,西班牙流感死亡人数在总人口中所占比例的空间格局,以及它们由所研究地区的地理特征——平均海拔和定居点到隔离区中心的距离——决定的。本文采用基于Gi*统计量的热点分析,结果表明,所有研究参数均存在明显的空间差异(数值的空间分组)。从传染病和死亡率的历史空间格局研究中得出的结论,可作为在发生具有类似特征的流行病爆发时确定措施的平台。
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来源期刊
CiteScore
2.00
自引率
16.70%
发文量
16
审稿时长
12 weeks
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