[以 COVID-19 大流行病为例,模拟预防措施和塑造正确的人口行为,作为避免发病和死亡的多余风险的工具]。

Q4 Medicine
E A Fedorova, I I Novikova, S P Romanenko, A R Nevredinov, E V Usacheva, V N Mikheev, O M Kulikova
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引用次数: 0

摘要

文章探讨了人口行为如何影响国家抗击流行病措施的实现以及控制流行病的努力等问题。材料与方法。研究方法以文本分析、弹性网络和构建回归方程等方法为基础。根据牛津 COVID-19 政府响应跟踪门户网站的数据,对国家控制大流行病政策措施的特征指标进行了分析。通过使用俄语音调词典 Rulexicon 对 Twitter 和 VKontakte 社交网络上的信息进行文本分析,评估了人们的行为反应。根据谷歌社区流动性报告(GCMR)的数据对流动性进行了分析。研究基础包括 2020 年 3 月 12 日至 2021 年 8 月 1 日的数据。研究表明,在控制大流行病方面,最有效的方法是将俄罗斯联邦卫生部和经济发展部在国家层面实施的措施结合起来,以弥补检疫制度的负面影响。在俄罗斯联邦,自我隔离措施、组织企业员工远距离工作、关闭学校、佩戴口罩等措施的效果存在争议,不正确的应用会助长病毒传播。疫苗接种措施也能有效降低发病率,但其效果滞后。民众对防疫措施的认可和接受程度会极大地影响大流行病控制的效率。研究结果可用于在实践中实施防疫措施,作为预防人口发病率和死亡率风险过高的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[The modeling of measures of prevention and shaping proper behavior in population as tool of averting redundant risks of morbidity and mortality as exemplified by COVID-19 pandemic].

The article considers issues of how population behavior impacts realization of state anti-epidemic measures and efforts to control pandemic. Materials and Methods. The methodology of the study is based on such methods as text analysis, elastic network and construction of regression equations. The analysis of indicators characterizing state policy measures controlling pandemic was applied according to data from The Oxford COVID-19 Government Response Tracker portal. The behavioral reactions of population were assessed by text analysis of messages in Twitter and VKontakte social networks using the Rulexicon, tonalities dictionary of Russian language. The analysis of mobility was implemented on basis of data from Google Community Mobility Reports (GCMR). The study base includes data of March 12, 2020 - August 1, 2021. It is established that in controlling pandemic the most effective is to apply combination of measures implemented at state level of the Ministry of Health and the Ministry of Economic Development of the Russian Federation that permits to compensate negative effect of quarantine regimen. In the Russian Federation,effect of self-isolation measures, organization of remote work of employees of enterprises, closure of schools, wearing masks is controversial and their incorrect application can contribute to virus propagation. The vaccination measures are also effective in reducing morbidity of disease, but they are characterized by lagging effect. The approval and acceptance by population anti-epidemic measures significantly impact efficiency of pandemic control. The study results can be applied in practice of implementation of anti-epidemic measures as a tool preventing excessive risks of population morbidity and mortality.

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CiteScore
0.40
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0.00%
发文量
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