High correlation of Middle East respiratory syndrome spread with Google search and Twitter trends in Korea

被引:76
作者
Shin, Soo-Yong [1 ]
Seo, Dong-Woo [2 ]
An, Jisun [3 ]
Kwak, Haewoon [3 ]
Kim, Sung-Han [4 ]
Gwack, Jin [5 ]
Jo, Min-Woo [6 ]
机构
[1] Asan Med Ctr, Dept Biomed Informat, Seoul, South Korea
[2] Univ Ulsan, Coll Med, Dept Emergency Med, Asan Med Ctr, Seoul, South Korea
[3] Hamad Bin Khalifa Univ, Qatar Comp Res Inst, Doha, Qatar
[4] Univ Ulsan, Coll Med, Asan Med Ctr, Dept Infect Dis, Seoul, South Korea
[5] Ctr Dis Control & Prevent, Osong, Chungbuk, South Korea
[6] Univ Ulsan, Coll Med, Dept Prevent Med, Seoul, South Korea
关键词
SYNDROME CORONAVIRUS; DISEASE SURVEILLANCE; SOUTH-KOREA; OUTBREAK; INFORMATION; RISK;
D O I
10.1038/srep32920
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Middle East respiratory syndrome coronavirus (MERS-CoV) was exported to Korea in 2015, resulting in a threat to neighboring nations. We evaluated the possibility of using a digital surveillance system based on web searches and social media data to monitor this MERS outbreak. We collected the number of daily laboratory-confirmed MERS cases and quarantined cases from May 11, 2015 to June 26, 2015 using the Korean government MERS portal. The daily trends observed via Google search and Twitter during the same time period were also ascertained using Google Trends and Topsy. Correlations among the data were then examined using Spearman correlation analysis. We found high correlations (>0.7) between Google search and Twitter results and the number of confirmed MERS cases for the previous three days using only four simple keywords: "MERS", ("MERS (in Korean)"), ("MERS symptoms (in Korean)"), and ("MERS hospital (in Korean)"). Additionally, we found high correlations between the Google search and Twitter results and the number of quarantined cases using the above keywords. This study demonstrates the possibility of using a digital surveillance system to monitor the outbreak of MERS.
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页数:7
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