THE IMPACT OF INFORMATION MESSAGES ABOUT COVID-19 ON THE RATE OF POPULATION VACCINATION

V. Buzin, O. Khodakova
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Abstract

Significance. One of the understudied areas in shaping the attitude of the population towards vaccination is the impact of the content and intensity of information dissemination about vaccination via the Internet and traditional mass media. Analyzing the mass media impact in the situation of pandemics is especially relevant. The purpose of the study: to assess the impact of COVID-related information messages on the rate of population vaccination and determine specific features of the effective content. Material and methods. The material for the analysis was statistical data on the number and topic of information messages identified by online search queries in the monitoring and analysis system of mass media and social networks for the period from April 01, 2019 to April 13, 2022, the analysis of which was carried out on the basis of mathematical and linguistic analysis of texts of 81,000 open media sources. As well as information on the incidence and rate of vaccination available from the official website стопкоронавирус.рф for the same time period. Statistical analysis of the data was carried out by the method of hierarchical cluster analysis with the creation of dendrogram in the statistical package SPSS 22.00; by the method of correlation analysis with the calculation of the two-sided Pearson coefficient; during the result interpretation, only correlations at the significance level p<0.01 and the value of the correlation coefficient above 0.5 were taken into account. Results. The study shows that the parameters of vaccination considered in the article are hardly affected by the variables forming the “Neutrality Factor” cluster, and also allowed us to make a number of assumptions: the number of vaccinated is directly dependent upon the mortality rate and the volume of negative information in the media; the monthly increase in the number of vaccinated is directly related to the number of media reports with quotes from leading experts and references to statistical data, and is negatively associated with the proportion of neutral messages on the topic of the pandemic. Conclusion. The presented results made it possible to formulate priority directions for enhancing commitment of the Russian population to vaccination, increasing public confidence in vaccines, as well as directions to dramatically increase the rate of vaccination in extreme pandemic situations through intensification of the information and propaganda impact on the population. Moreover, according to the study results, such an impact, in order to be effective, must meet certain criteria. Scope of application. The study results can be used by executive authorities responsible for preserving the life and health of the citizens.
COVID-19信息信息对人群疫苗接种率的影响
的意义。在形成人口对疫苗接种的态度方面,研究不足的领域之一是通过互联网和传统大众媒体传播关于疫苗接种的信息的内容和强度的影响。分析大众传播媒介在大流行病情况下的影响尤为重要。研究目的:评估新型冠状病毒相关信息信息对人群疫苗接种率的影响,确定有效内容的具体特征。材料和方法。分析的材料是2019年4月1日至2022年4月13日在大众媒体和社交网络监测分析系统中通过在线搜索查询识别的信息消息数量和主题的统计数据,分析是在对8.1万个开放媒体源文本进行数学和语言分析的基础上进行的。此外,还可从官方网站стопкоронавирус获得有关疫苗接种率和发病率的信息。在同一时期。采用分层聚类分析方法,在SPSS 22.00统计软件中创建树形图,对数据进行统计分析;采用相关分析的方法计算双侧皮尔逊系数;在解释结果时,只考虑显著性水平p<0.01和相关系数大于0.5的相关性。结果。研究表明,本文中考虑的疫苗接种参数几乎不受构成“中立因素”集群的变量的影响,并且还允许我们做出一些假设:接种疫苗的数量直接取决于死亡率和媒体中负面信息的数量;接种疫苗人数的每月增加与引用主要专家和引用统计数据的媒体报道的数量直接相关,并与关于大流行病主题的中立信息的比例负相关。结论。所提出的结果使我们能够制定优先方向,加强俄罗斯人民对疫苗接种的承诺,提高公众对疫苗的信心,以及通过加强对人口的信息和宣传影响,在极端流行病情况下大幅提高疫苗接种率。此外,根据研究结果,这样的影响,为了有效,必须满足一定的标准。适用范围。研究结果可供负责保护公民生命和健康的行政当局使用。
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