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新冠疫情对意大利阴谋论及风险认知的影响:基于谷歌趋势的信息流行病学调查研究

The Impact of COVID-19 on Conspiracy Hypotheses and Risk Perception in Italy: Infodemiological Survey Study Using Google Trends.

作者信息

Rovetta Alessandro

机构信息

Mensana srls Brescia Italy.

出版信息

JMIR Infodemiology. 2021 Aug 6;1(1):e29929. doi: 10.2196/29929. eCollection 2021 Jan-Dec.

Abstract

BACKGROUND

COVID-19 has caused the worst international crisis since World War II. Italy was one of the countries most affected by both the pandemic and the related infodemic. The success of anti-COVID-19 strategies and future public health policies in Italy cannot separate itself from the containment of fake news and the divulgation of correct information.

OBJECTIVE

The aim of this paper was to analyze the impact of COVID-19 on web interest in conspiracy hypotheses and risk perception of Italian web users.

METHODS

Google Trends was used to monitor users' web interest in specific topics, such as conspiracy hypotheses, vaccine side effects, and pollution and climate change. The keywords adopted to represent these topics were mined from Bufale.net-an Italian website specializing in detecting online hoaxes-and Google Trends suggestions (ie, related topics and related queries). Relative search volumes (RSVs) of the time-lapse periods of 2016-2020 (pre-COVID-19) and 2020-2021 (post-COVID-19) were compared through percentage difference (∆) and the Welch test (). When data series were not stationary, other ad hoc criteria were used. The trend slopes were assessed through Sen slope (SS). The significance thresholds have been indicatively set at =.05 and =1.9.

RESULTS

The COVID-19 pandemic drastically increased Italian netizens' interest in conspiracies (∆ ∈ [60, 288], ∈ [6, 12]). Web interest in conspiracy-related queries across Italian regions increased and became more homogeneous compared to the pre-COVID-19 period (average RSV=80±2.8, =1.8, ∆=+12.4, ∆=-25.8). In addition, a growing trend in web interest in the infodemic YouTube channel ByoBlu has been highlighted. Web interest in hoaxes has increased more than interest in antihoax services ( =11.3 vs =4.5; Δ=+157.6 vs Δ=+84.7). Equivalently, web interest in vaccine side effects exceeded interest in pollution and climate change (SS=0.22, <.001 vs SS=0.05, <.001; ∆=+296.4). To date, a significant amount of fake news related to COVID-19 vaccines, unproven remedies, and origin has continued to circulate. In particular, the creation of SARS-CoV-2 in a Chinese laboratory constituted about 0.04% of the entire web interest in the pandemic.

CONCLUSIONS

COVID-19 has given a significant boost to web interest in conspiracy hypotheses and has made it more uniform across regions in Italy. The pandemic accelerated an already-growing trend in users' interest toward some fake news sources, including the 500,000-subscriber YouTube channel ByoBlu, which was removed from the platform by YouTube for disinformation in March 2021. The risk perception related to COVID-19 vaccines has been so distorted that vaccine side effect-related queries outweighed those relating to pollution and climate change, which are much more urgent issues. Moreover, a large amount of fake news has circulated about COVID-19 vaccines, remedies, and origin. Based on these findings, it is recommended that the Italian authorities implement more effective infoveillance systems, and that communication by the mass media be less sensationalistic and more consistent with the available scientific evidence. In this context, Google Trends can be used to monitor users' response to specific infodemiological countermeasures. Further research is needed to understand the psychological mechanisms that regulate risk perception.

摘要

背景

新冠疫情引发了二战以来最严重的国际危机。意大利是受疫情及相关信息疫情影响最严重的国家之一。意大利抗击新冠疫情策略的成功以及未来的公共卫生政策离不开对虚假新闻的遏制和正确信息的传播。

目的

本文旨在分析新冠疫情对意大利网络用户关于阴谋论假设的网络关注度以及风险认知的影响。

方法

利用谷歌趋势监测用户对特定主题的网络关注度,如阴谋论假设、疫苗副作用以及污染和气候变化。用于代表这些主题的关键词从Bufale.net(一个专门检测网络谣言的意大利网站)和谷歌趋势建议(即相关主题和相关查询)中提取。通过百分比差异(∆)和韦尔奇检验()比较2016 - 2020年(新冠疫情前)和2020 - 2021年(新冠疫情后)时间段的相对搜索量(RSV)。当数据序列不稳定时,使用其他特定标准。通过森斜率(SS)评估趋势斜率。显著性阈值分别设定为 = 0.05和 = 1.9。

结果

新冠疫情极大地增加了意大利网民对阴谋论的兴趣(∆ ∈ [60, 288], ∈ [6, 12])。与新冠疫情前相比,意大利各地区对与阴谋论相关查询的网络关注度增加且变得更加均匀(平均RSV = 80 ± 2.8, = 1.8,∆ = +12.4,∆ = -25.8)。此外,还突出显示了对信息疫情YouTube频道ByoBlu的网络关注度呈增长趋势。对谣言的网络关注度增长超过了对辟谣服务的关注度( = 11.3对 = 4.5;Δ = +157.6对Δ = +84.7)。同样,对疫苗副作用的网络关注度超过了对污染和气候变化的关注度(SS = 0.22, <.001对SS = 0.05, <.001;∆ = +296.4)。迄今为止,大量与新冠疫苗、未经证实的疗法及起源相关的虚假新闻仍在传播。特别是,关于新冠病毒在中国制造的说法占整个疫情网络关注度的约0.04%。

结论

新冠疫情极大地推动了意大利网络用户对阴谋论假设的兴趣,并使其在各地区更加统一。疫情加速了用户对一些虚假新闻来源兴趣的增长趋势,其中包括拥有50万订阅者的YouTube频道ByoBlu,该频道于2021年3月因传播虚假信息被YouTube从平台上移除。与新冠疫苗相关的风险认知已被严重扭曲,以至于与疫苗副作用相关的查询超过了与污染和气候变化相关的查询,而污染和气候变化是更为紧迫的问题。此外,大量关于新冠疫苗、疗法及起源的虚假新闻四处传播。基于这些发现,建议意大利当局实施更有效的信息监测系统,大众媒体的传播应减少耸人听闻的内容,更多地与现有科学证据保持一致。在此背景下,谷歌趋势可用于监测用户对特定信息疫情应对措施的反应。需要进一步研究以了解调节风险认知的心理机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b822/10117333/c250c929196f/infodemiology_v1i1e29929_fig1.jpg

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