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利用数字流行病学方法评估免疫接种和 COVID-19 大流行对欧洲水痘的影响:一项描述性研究。

Impact assessment of immunization and the COVID-19 pandemic on varicella across Europe using digital epidemiology methods: A descriptive study.

机构信息

Center for Observational and Real-World Evidence (CORE), MSD, Stockholm, Sweden.

Marketing and Digital Operations Baltics, MSD, Vilnius, Lithuania.

出版信息

PLoS One. 2023 Apr 12;18(4):e0283465. doi: 10.1371/journal.pone.0283465. eCollection 2023.

Abstract

BACKGROUND

Varicella is usually a mild disease in children but may be life-threatening, especially in adolescents and adults. Infection control measures implemented during the Coronavirus Disease 2019 (COVID-19) pandemic may have suppressed varicella transmission, potentially creating an 'immunity debt', particularly in countries without universal varicella vaccination.

OBJECTIVES

To assess trends in Google search engine queries for varicella keywords as a proxy for varicella infection rates and to evaluate the effect of universal varicella vaccination on these trends. A further objective was to assess the impact of the COVID-19 pandemic on varicella keyword search query trends in countries with and without universal varicella vaccination.

METHODS

This study used the keyword research tool, Google Trends, to evaluate trends in time series of the relative search query popularity of language-specific varicella keywords in 28 European countries from January 2015 through December 2021. The Google Ads Keyword Planner tool was used to evaluate absolute search volumes from March 2018 through December 2021.

RESULTS

The relative search query popularity of varicella keywords displayed marked seasonal variation. In all 28 countries, the relative search query popularity of varicella keywords declined after the start of the COVID-19 pandemic (March 2020), compared with pre-pandemic levels (range, -18% to -70%). From April 2020 to July 2021, a period of intense COVID-19 transmission and infection control, absolute search volumes for varicella keywords were lower than pre-pandemic levels but rebounded after July 2021, when infection control measures were relaxed.

CONCLUSION

This evaluation of search query trends demonstrated that search query data could be used as a proxy for trends in varicella infection rates and revealed that transmission of varicella may have been suppressed during the COVID-19 pandemic. Consideration should be given to using search query data to better understand the burden of varicella, particularly in countries where surveillance systems are inadequate.

摘要

背景

水痘通常在儿童中是一种轻症疾病,但也可能危及生命,尤其是在青少年和成年人中。在 2019 年冠状病毒病(COVID-19)大流行期间实施的感染控制措施可能抑制了水痘的传播,从而可能造成“免疫力债务”,特别是在没有普遍水痘疫苗接种的国家。

目的

评估谷歌搜索引擎查询水痘关键词的趋势,作为水痘感染率的替代指标,并评估普遍水痘疫苗接种对这些趋势的影响。进一步的目的是评估 COVID-19 大流行对有和没有普遍水痘疫苗接种的国家水痘关键词搜索查询趋势的影响。

方法

本研究使用关键字研究工具谷歌趋势,评估 2015 年 1 月至 2021 年 12 月 28 个欧洲国家特定语言水痘关键词相对搜索查询流行度的时间序列趋势。谷歌广告关键字规划工具用于评估 2018 年 3 月至 2021 年 12 月的绝对搜索量。

结果

水痘关键词的相对搜索查询流行度显示出明显的季节性变化。在所有 28 个国家,自 COVID-19 大流行开始(2020 年 3 月)以来,与大流行前水平相比(范围,-18%至-70%),水痘关键词的相对搜索查询流行度下降。从 2020 年 4 月至 2021 年 7 月,这是 COVID-19 传播和感染控制的密集时期,水痘关键词的绝对搜索量低于大流行前水平,但在 2021 年 7 月感染控制措施放宽后反弹。

结论

本评估搜索查询趋势的研究表明,搜索查询数据可作为水痘感染率趋势的替代指标,并揭示 COVID-19 大流行期间水痘传播可能受到抑制。应考虑使用搜索查询数据来更好地了解水痘的负担,特别是在监测系统不足的国家。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/61dd/10096188/4a58f619fe57/pone.0283465.g003.jpg

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