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. 2020 Dec 18;22(12):e23518. doi: 10.2196/23518

Table 1.

Articles that raised the possibility of predicting the development of COVID-19.

Study (Author) Search engine Territory Terms of interest Time lag
Li et al [12] Google Trends, Baidu Index, and Sina Weibo Index China “Coronavirus” and “Pneumonia” 6-8 days
Husnayain et al [13] Google Trends Taiwan “Handwashing” and “Mask Related Information” 1-3 days
Effenberger et al [14] Google Trends China, Republic of Korea, Japan, Iran, Italy, Austria, Germany, United Kingdom, United States, Egypt, Australia, and Brazil “Coronavirus (Virus)” 11.5 days
Pekoz et al [15] Google Trends United States “Sore Throat,” “Fever,” and Cough 1-2 weeks
Yuan et al [16] Google Trends United States “COVID Pneumonia” and “COVID Heart” Approximately 12 days
Higgins et al [17] Google Trends and Baidu Index China, worldwide data, Italy and Spain, and the US states of New York and Washington “Shortness of Breath,” “Anosmia,” “Dysgeusia,” “Ageusia,” “Headache,” “Chest Pain,” “Sneezing,” “Diarrhea,” “Fever,” “Cough,” “Nasal Obstruction,” and “Rhinorrhea” 12 days
Lu and Reis [18] Google Trends 32 countries “Coronavirus Symptoms,” “Coronavirus Test,” “Fever,” “Cough,” “Coronavirus,” “Runny Nose,” “Dry Cough,” “Sore Throat,” “Chills,” and “Shortness of Breath” 18-22 days