Faculty of Engineering, Information and Systems, University of Tsukuba, Tsukuba, Ibaraki, Japan.
Faculty of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan.
PLoS One. 2023 May 8;18(5):e0285101. doi: 10.1371/journal.pone.0285101. eCollection 2023.
Although rubella is an infectious disease that can be prevented by vaccination, there have been periodic epidemics in Japan, mainly among adult males. One of the reasons for this is the lack of interest in vaccination among the target adult male population. To clarify the reality of the discussion about rubella and provide basic resource for enlightening activities for rubella prevention, we collected and analyzed Twitter posts about rubella in Japanese between January 2010 and May 2022. We examined time series, number of tweets per account, tweeted contents, and retweet network. We found that the weekly number of rubella reports and the number of Twitter posts fluctuate simultaneously. During the 2018 rubella epidemic, the number of tweets increased due to the start of the rubella routine vaccination program and the use of cartoons to raise awareness. While 80% of the accounts posted three times or fewer during the period, some accounts posted multiple times per day for more than 12 years. Medical terms such as vaccines and antibodies were frequently used in the tweet contexts. In the retweet activity, a variety of actors, including mass media, medical professionals, and even rubella sufferers, contributed to disseminate rubella-related information.
虽然风疹是一种可以通过疫苗接种预防的传染病,但在日本仍会周期性地爆发,主要发生在成年男性中。造成这种情况的原因之一是目标成年男性群体对疫苗接种缺乏兴趣。为了阐明风疹讨论的实际情况,并为风疹预防活动提供基本资源,我们收集并分析了 2010 年 1 月至 2022 年 5 月期间日本的关于风疹的 Twitter 帖子。我们检查了时间序列、每个账户的推文数量、推文内容和转发网络。我们发现,风疹报告的每周数量和 Twitter 帖子的数量是同时波动的。在 2018 年风疹流行期间,由于风疹常规疫苗接种计划的启动和使用卡通来提高意识,推文数量有所增加。虽然在此期间 80%的账户发布的推文次数在 3 次或以下,但有些账户在 12 年多的时间里每天发布多次推文。在推文语境中经常使用疫苗和抗体等医学术语。在转发活动中,包括大众媒体、医疗专业人员甚至风疹患者在内的各种参与者都为传播与风疹相关的信息做出了贡献。