Google Trends Assessment of Keywords Related to Smoking and Smoking Cessation During the COVID-19 Pandemic in 4 European Countries: Retrospective Analysis.

Tobias Jagomast, Jule Finck, Imke Tangemann-Münstedt, Katharina Auth, Daniel Drömann, Klaas F Franzen
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Abstract

Background: Smoking is a modifiable risk factor for SARS-CoV-2 infection. Evidence of smoking behavior during the pandemic is ambiguous. Most investigations report an increase in smoking. In this context, Google Trends data monitor real-time public information-seeking behavior and are therefore useful to characterize smoking-related interest over the trajectory of the pandemic.

Objective: This study aimed to use Google Trends data to evaluate the effect of the pandemic on public interest in smoking-related topics with a focus on lockdowns, vaccination campaigns, and incidence.

Methods: The weekly relative search volume was retrieved from Google Trends for England, Germany, Italy, and Spain from December 31, 2017, to April 18, 2021. Data were collected for keywords concerning consumption, cessation, and treatment. The relative search volume before and during the pandemic was compared, and general trends were evaluated using the Wilcoxon rank-sum test. Short-term changes and hereby temporal clusters linked to lockdowns or vaccination campaigns were addressed by the flexible spatial scan statistics proposed by Takahashi and colleagues. Subsequently, the numbers of clusters after the onset of the pandemic were compared by chi-square test.

Results: Country-wise minor differences were observed while 3 overarching trends prevailed. First, regarding cessation, the statistical comparison revealed a significant decline in interest for 58% (7/12) of related keywords, and fewer clusters were present during the pandemic. Second, concerning consumption, significantly reduced relative search volume was observed for 58% (7/12) of keywords, while treatment-related keywords exhibited heterogeneous trends. Third, substantial clusters of increased interest were sparsely linked to lockdowns, vaccination campaigns, or incidence.

Conclusions: This study reports a substantial decline in overall relative search volume and clusters for cessation interest. These results underline the importance of intensifying cessation aid during times of crisis. Lockdowns, vaccination, and incidence had less impact on information-seeking behavior. Other public measures that positively affect smoking behavior remain to be determined.

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4个欧洲国家COVID-19大流行期间吸烟和戒烟相关关键词趋势评估:回顾性分析
背景:吸烟是SARS-CoV-2感染的可改变危险因素。大流行期间吸烟行为的证据尚不明确。大多数调查报告吸烟人数增加。在这方面,谷歌趋势数据监测公众寻求信息的实时行为,因此有助于在大流行病的发展轨迹上描述与吸烟有关的兴趣。目的:本研究旨在利用谷歌Trends数据评估大流行对公众对吸烟相关话题的兴趣的影响,重点是封锁、疫苗接种运动和发病率。方法:检索2017年12月31日至2021年4月18日英国、德国、意大利和西班牙的谷歌Trends中每周相对搜索量。收集有关消费、戒烟和治疗的关键字数据。比较大流行前和大流行期间的相对搜索量,并使用Wilcoxon秩和检验评估总体趋势。Takahashi及其同事提出的灵活空间扫描统计方法解决了与封锁或疫苗接种运动相关的短期变化和时间聚集性问题。随后,采用卡方检验比较大流行发生后的聚集性病例数量。结果:在3个主要趋势占主导地位的同时,观察到国家之间的细微差异。首先,关于戒烟,统计比较显示58%(7/12)的相关关键词的兴趣显著下降,并且在大流行期间出现的群集较少。其次,在消耗方面,58%(7/12)的关键词的相对搜索量显著减少,而与治疗相关的关键词则呈现异质性趋势。第三,人们越来越感兴趣的大量聚集性病例与封锁、疫苗接种运动或发病率之间的联系很少。结论:本研究报告了戒烟兴趣的总体相对搜索量和聚类的大幅下降。这些结果强调了在危机时期加强戒烟援助的重要性。封锁、疫苗接种和发病率对信息寻求行为的影响较小。其他对吸烟行为有积极影响的公共措施仍有待确定。
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