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通过网络搜索查询来衡量日本互联网用户对 COVID-19 疫苗的担忧。

Measuring concerns about the COVID-19 vaccine among Japanese internet users through search queries.

机构信息

Nara Institute of Science and Technology (NAIST), Nara, Japan.

Yahoo Japan Corporation, Tokyo, Japan.

出版信息

Sci Rep. 2022 Sep 3;12(1):15037. doi: 10.1038/s41598-022-18307-4.

Abstract

With the increasing availability of the COVID-19 vaccines, vaccination has been rapidly promoted globally as a countermeasure against the spread of COVID-19. In Japan, vaccination was first introduced in February 2021. However, the amount of concern towards vaccination differs between individuals, and topics of concern include adverse reactions and side effects. This study investigated attitudes toward vaccines or vaccination during the COVID-19 pandemic across different Japanese prefectures, using Yahoo! JAPAN search queries. We first defined a vaccine concern index (VCI) by aggregating the search counts of vaccine-related queries from Yahoo! JAPAN users before examining VCI across all Japanese prefectures, accounting for gender and age. Our results demonstrated that VCI tended to be lower in more populated areas, and VCI was higher in their 20s to 40s than older people, especially in female users. Furthermore, there was a significant positive correlation (Spearman's Rank correlation coefficient [Formula: see text] = 0.60, [Formula: see text]) between VCI and prefectural vaccination rate, suggesting that web searching of adverse vaccine reactions may precede actual vaccination. This could reflect the information-seeking behavior of individuals who are accepting of vaccinations.

摘要

随着 COVID-19 疫苗的供应不断增加,疫苗接种作为一种应对 COVID-19 传播的措施在全球范围内迅速推广。在日本,疫苗接种于 2021 年 2 月首次推出。然而,个人对疫苗接种的关注程度存在差异,关注的话题包括不良反应和副作用。本研究使用雅虎日本的搜索查询,调查了 COVID-19 大流行期间不同日本县对疫苗或接种疫苗的态度。我们首先通过汇总雅虎日本用户的疫苗相关查询的搜索次数来定义疫苗关注指数 (VCI),然后在考虑所有日本县的性别和年龄因素的情况下,检查 VCI。我们的结果表明,VCI 往往在人口较多的地区较低,20 多岁到 40 多岁的人比老年人的 VCI 更高,特别是女性用户。此外,VCI 与县疫苗接种率之间存在显著的正相关关系 (Spearman 秩相关系数 [Formula: see text] = 0.60,[Formula: see text]),表明对不良疫苗反应的网络搜索可能先于实际接种疫苗。这可能反映了接受疫苗接种的个人的信息搜索行为。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8783/9440921/38b3ddb127d9/41598_2022_18307_Fig1_HTML.jpg

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