Clinical Translational Science, Juntendo University Graduate School of Medicine, Tokyo, Japan.
Department of Mathematics, Physics, Electrical Engineering and Computer Science, Graduate School of Engineering Science, Yokohama National University, Kanagawa, Japan.
PLoS One. 2022 Apr 27;17(4):e0267395. doi: 10.1371/journal.pone.0267395. eCollection 2022.
During the coronavirus disease 2019 (COVID-19) pandemic in Japan, the state of emergency, as a public health measure to control the spread of COVID-19, and the Go To campaign, which included the Go To Travel and Go To Eat campaigns and was purposed to stimulate economic activities, were implemented. This study investigated the impact of these government policies on COVID-19 spread.
This ecological study included all 47 prefectures in Japan as samples between February 3 and December 27, 2020. We used COVID-19 cases and mobility as variables. Additionally, places where social contacts could accrue, defined as restaurants, companies, transportation, and tourist spots; mean temperature and humidity; the number of inhabitants in their twenties to fifties; and the number of COVID-19 cases in the previous period, which were factors or covariates in the graphical modeling analysis, were divided into five periods according to the timing of the implementation of the state of emergency and Go To campaign.
Graphical changes occurred throughout all five periods of COVID-19. During the state of emergency (period 2), a correlation between COVID-19 cases and those before the state of emergency (period 1) was observed, although this correlation was not significant in the period after the state of emergency was lifted (period 3). During the implementation of Go To Travel and the Go To Eat campaigns (period 5), the number of places where social contacts could accrue was correlated with COVID-19 cases, with complex associations and mobility.
This study confirms that the state of emergency affected the control of COVID-19 spread and that the Go To campaign led to increased COVID-19 cases due to increased mobility by changing behavior in the social environment where social contacts potentially accrue.
在日本 2019 年冠状病毒病(COVID-19)大流行期间,实施了紧急状态等公共卫生措施来控制 COVID-19 的传播,以及 Go To 运动,其中包括 Go To Travel 和 Go To Eat 运动,旨在刺激经济活动。本研究调查了这些政府政策对 COVID-19 传播的影响。
本生态研究以 2020 年 2 月 3 日至 12 月 27 日期间日本的所有 47 个县为样本。我们使用 COVID-19 病例和流动性作为变量。此外,将餐馆、公司、交通和旅游景点等可能产生社交接触的地方、平均温度和湿度、二十至五十岁居民人数以及前一时期的 COVID-19 病例数作为图形建模分析中的因素或协变量,根据紧急状态和 Go To 运动的实施时间分为五个时期。
COVID-19 的所有五个时期都发生了图形变化。在紧急状态期间(第 2 期),观察到 COVID-19 病例与紧急状态前的病例(第 1 期)之间存在相关性,尽管在紧急状态解除后的时期(第 3 期)这种相关性并不显著。在实施 Go To Travel 和 Go To Eat 运动期间(第 5 期),社交接触的地方数量与 COVID-19 病例相关,与流动性存在复杂的关联。
本研究证实,紧急状态影响了 COVID-19 传播的控制,Go To 运动通过改变社交环境中的行为,导致社交接触可能增加的情况下流动性增加,从而导致 COVID-19 病例增加。