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与新冠疫苗安全性相关的在线搜索的时间趋势:一项数字信息流行病学研究。

Temporal trends in online searches related to COVID-19 vaccine safety: A digital infodemiology study.

作者信息

Bhagavathula Akshaya Srikanth, Daglis Theodoros, Chattu Vijay Kumar

机构信息

Department of Public Health, College of Health and Human Sciences, North Dakota State University, Fargo, ND, USA.

University of the Aegean, 841 00 Syros, Greece; Agricultural University of Athens, 118 55 Athens, Greece; Technical University of Crete, 731 00 Chania, Greece.

出版信息

Health Promot Perspect. 2024 Oct 31;14(3):304-311. doi: 10.34172/hpp.43117. eCollection 2024.

DOI:10.34172/hpp.43117
PMID:39633619
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11612352/
Abstract

BACKGROUND

The rapid development of COVID-19 vaccines may have raised public concerns about their safety and side effects in the United States (US). This study aimed to assess trends in online searches related to the safety and side effects of COVID-19 vaccines in the US from 2021-2022.

METHODS

Google COVID-19 Vaccination Search Insights was used to analyze searches about COVID-19 vaccine safety and side effects in the US from January 4, 2021, to November 21, 2022 (98 weeks). Data were scaled from 0 (low interest) to 100 (high interest) as a fixed scaling factor called scaled normalized interest (SNI) to indicate relative search interest over time and by location. A joinpoint regression analysis was used to determine the search trends during the study period.

RESULTS

Analysis included 709 counties across 38 US states. Searches of COVID-19 vaccine safety and side effects peaked in April 2021 in the District of Columbia (SNI: 35.8), Massachusetts (29.7), New Hampshire (27.4), Connecticut (27.3), and Maine (26.7), then decreased significantly by an average monthly percentage change (AMPC) of -16.6% (95% CI -19.9 to -13.3) until July 2022. Overall AMPC from January 2021 to November 2022 was -8.9% (95% CI -16.2 to -0.9; P<0.001).

CONCLUSION

Online searches related to COVID-19 vaccine safety and side effects decreased dramatically over time, supporting the utility of digital surveillance to track real-time vaccine safety concerns. This study provides insights into public interest in COVID-19 vaccine risks and can help monitor potential safety issues.

摘要

背景

2019冠状病毒病(COVID-19)疫苗的迅速发展可能引发了美国公众对其安全性和副作用的担忧。本研究旨在评估2021年至2022年美国与COVID-19疫苗安全性和副作用相关的在线搜索趋势。

方法

使用谷歌COVID-19疫苗接种搜索洞察工具,分析2021年1月4日至2022年11月21日(98周)期间美国关于COVID-19疫苗安全性和副作用的搜索情况。数据按0(低关注度)至100(高关注度)进行缩放,作为一个固定的缩放因子,称为缩放归一化关注度(SNI),以表明随时间和地点的相对搜索关注度。采用连接点回归分析来确定研究期间的搜索趋势。

结果

分析涵盖美国38个州的709个县。哥伦比亚特区(SNI:35.8)、马萨诸塞州(29.7)、新罕布什尔州(27.4)、康涅狄格州(27.3)和缅因州(26.7)对COVID-19疫苗安全性和副作用的搜索在2021年4月达到峰值,随后显著下降,平均每月百分比变化(AMPC)为-16.6%(95%CI -19.9至-13.3),直至2022年7月。2021年1月至2022年11月的总体AMPC为-8.9%(95%CI -16.2至-0.9;P<0.001)。

结论

随着时间的推移,与COVID-19疫苗安全性和副作用相关的在线搜索大幅减少,这支持了数字监测在跟踪实时疫苗安全问题方面的效用。本研究深入了解了公众对COVID-19疫苗风险的关注,并有助于监测潜在的安全问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf14/11612352/c8f171c97aa3/hpp-14-304-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf14/11612352/fc9796d8e7f8/hpp-14-304-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf14/11612352/83a779166fbb/hpp-14-304-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf14/11612352/c8f171c97aa3/hpp-14-304-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf14/11612352/fc9796d8e7f8/hpp-14-304-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf14/11612352/83a779166fbb/hpp-14-304-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf14/11612352/c8f171c97aa3/hpp-14-304-g001.jpg

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本文引用的文献

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Analyzing Google COVID-19 Vaccine Intent Search Trends and Vaccine Readiness in the United States: Panel Data Study.分析美国谷歌新冠疫苗意向搜索趋势及疫苗准备情况:面板数据研究
Online J Public Health Inform. 2024 Jul 29;16:e55422. doi: 10.2196/55422.
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Media Data and Vaccine Hesitancy: Scoping Review.媒体数据与疫苗犹豫:范围综述
JMIR Infodemiology. 2022 Aug 10;2(2):e37300. doi: 10.2196/37300. eCollection 2022 Jul-Dec.
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Monitoring Mentions of COVID-19 Vaccine Side Effects on Japanese and Indonesian Twitter: Infodemiological Study.监测日本和印度尼西亚推特上关于新冠疫苗副作用的提及:信息流行病学研究
JMIR Infodemiology. 2022 Oct 4;2(2):e39504. doi: 10.2196/39504. eCollection 2022 Jul-Dec.
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Effectiveness of vaccination mandates in improving uptake of COVID-19 vaccines in the USA.疫苗强制接种在美国提高新冠疫苗接种率方面的有效性。
Lancet. 2022 Aug 13;400(10351):535-538. doi: 10.1016/S0140-6736(22)00875-3. Epub 2022 Jul 8.
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Utilizing Google trends to monitor coronavirus vaccine interest and hesitancies.利用谷歌趋势监测冠状病毒疫苗关注度和犹豫度。
Vaccine. 2022 Jun 26;40(30):4057-4063. doi: 10.1016/j.vaccine.2022.05.070. Epub 2022 May 30.
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