Department of Internal Medicine I (Gastroenterology, Hepatology, Endocrinology and Metabolism), Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.
Department of Internal Medicine IV (Nephrology and Hypertension), Medical University Innsbruck, Anichstrasse 35, 6020 Innsbruck, Austria.
Int J Infect Dis. 2020 Jun;95:192-197. doi: 10.1016/j.ijid.2020.04.033. Epub 2020 Apr 17.
To assess the association of public interest in coronavirus infections with the actual number of infected cases for selected countries across the globe.
We performed a Google Trends search for "Coronavirus" and compared Relative Search Volumes (RSV) indices to the number of reported COVID-19 cases by the European Center for Disease Control (ECDC) using time-lag correlation analysis.
Worldwide public interest in Coronavirus reached its first peak end of January when numbers of newly infected patients started to increase exponentially in China. The worldwide Google Trends index reached its peak on the 12th of March 2020 at a time when numbers of infected patients started to increase in Europe and COVID-19 was declared a pandemic. At this time the general interest in China but also the Republic of Korea has already been significantly decreased as compared to end of January. Correlations between RSV indices and number of new COVID-19 cases were observed across all investigated countries with highest correlations observed with a time lag of -11.5 days, i.e. highest interest in coronavirus observed 11.5 days before the peak of newly infected cases. This pattern was very consistent across European countries but also holds true for the US. In Brazil and Australia, highest correlations were observed with a time lag of -7 days. In Egypt the highest correlation is given with a time lag of 0, potentially indicating that in this country, numbers of newly infected patients will increase exponentially within the course of April.
Public interest indicated by RSV indices can help to monitor the progression of an outbreak such as the current COVID-19 pandemic. Public interest is on average highest 11.5 days before the peak of newly infected cases.
评估全球选定国家公众对冠状病毒感染的兴趣与实际感染人数之间的关联。
我们在 Google Trends 上搜索了“Coronavirus”,并使用时间滞后相关分析将相对搜索量(RSV)指数与欧洲疾病预防控制中心(ECDC)报告的 COVID-19 病例数进行了比较。
全球范围内对冠状病毒的兴趣在 1 月底达到第一个高峰,此时中国新感染患者的数量开始呈指数级增长。全球 Google Trends 指数于 2020 年 3 月 12 日达到峰值,此时欧洲感染人数开始增加,COVID-19 被宣布为大流行。此时,与 1 月底相比,中国和韩国的公众关注度已经明显下降。在所有调查的国家中,都观察到 RSV 指数与新的 COVID-19 病例数之间存在相关性,最大相关性出现在滞后 -11.5 天,即观察到对冠状病毒的最大兴趣在新感染病例达到高峰前 11.5 天。这种模式在欧洲国家非常一致,但在美国也是如此。在巴西和澳大利亚,最大相关性出现在滞后 7 天。在埃及,最高的相关性是滞后 0 天,这可能表明在这个国家,新感染患者的数量将在 4 月内呈指数级增长。
由 RSV 指数表示的公众兴趣可以帮助监测当前 COVID-19 大流行等疫情的进展。公众兴趣平均在新感染病例达到高峰前 11.5 天最高。