Public awareness;
COVID-19;
Coronavirus;
Google Trends;
SARS-CoV-2;
OUTBREAK;
D O I:
10.1016/j.ijid.2020.04.033
中图分类号:
R51 [传染病];
学科分类号:
100401 ;
摘要:
Objectives: To assess the association of public interest in coronavirus infections with the actual number of infected cases for selected countries across the globe. Methods: We performed a Google Trends (TM) 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. Results: 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 (TM) 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. Conclusions: 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. (C) 2020 The Author(s). Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.
机构:
NIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USANIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Chowell, Gerardo
Bertozzi, Stefano M.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Nacl Salud Publ, Ctr Evaluat Res & Surveys, Cuernavaca 62100, Morelos, Mexico
Univ Calif Berkeley, Berkeley, CA 94720 USANIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Bertozzi, Stefano M.
Colchero, M. Arantxa
论文数: 0引用数: 0
h-index: 0
机构:
Inst Nacl Salud Publ, Ctr Evaluat Res & Surveys, Cuernavaca 62100, Morelos, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Colchero, M. Arantxa
Lopez-Gatell, Hugo
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Minist Hlth, Mexico City, DF, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Lopez-Gatell, Hugo
Alpuche-Aranda, Celia
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Minist Hlth, Mexico City, DF, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Alpuche-Aranda, Celia
Hernandez, Mauricio
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Minist Hlth, Mexico City, DF, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Hernandez, Mauricio
Miller, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
机构:
Georgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Arizona State Univ, Coll Liberal Arts & Sci, Tempe, AZ USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Cleaton, Julie M.
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Viboud, Cecile
Simonsen, Lone
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USA
Univ Copenhagen, Dept Publ Hlth, DK-1168 Copenhagen, Denmark
George Washington Univ, Sch Publ Hlth, Milken Inst, Dept Global Hlth, Washington, DC USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Simonsen, Lone
Hurtado, Ana M.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Coll Liberal Arts & Sci, Tempe, AZ USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Hurtado, Ana M.
Chowell, Gerardo
论文数: 0引用数: 0
h-index: 0
机构:
Georgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
机构:
London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, EnglandLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Heymann, David L.
Shindo, Nahoko
论文数: 0引用数: 0
h-index: 0
机构:
WHO, Geneva, SwitzerlandLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Shindo, Nahoko
Bedford, Juliet
论文数: 0引用数: 0
h-index: 0
机构:London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Bedford, Juliet
Enria, Delia
论文数: 0引用数: 0
h-index: 0
机构:London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Enria, Delia
Giesecke, Johan
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Stockholm, SwedenLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Giesecke, Johan
Heymann, David
论文数: 0引用数: 0
h-index: 0
机构:London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Heymann, David
Ihekweazu, Chikwe
论文数: 0引用数: 0
h-index: 0
机构:
Nigeria Ctr Dis Control, Abuja, NigeriaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Ihekweazu, Chikwe
Kobinger, Gary
论文数: 0引用数: 0
h-index: 0
机构:
Univ Laval, Infect Dis Res Ctr, Fac Med, Quebec City, PQ, CanadaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Kobinger, Gary
Lane, Clifford
论文数: 0引用数: 0
h-index: 0
机构:
NIAID, 9000 Rockville Pike, Bethesda, MD 20892 USALondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Lane, Clifford
Memish, Ziad
论文数: 0引用数: 0
h-index: 0
机构:
Alfaisal Univ, Riyadh, Saudi ArabiaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Memish, Ziad
Myoung-don, Oh
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ Hosp, JW Lee Ctr Global Med, SNU Coll Med, Dept Internal Med, Seoul, South KoreaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Myoung-don, Oh
Sall, Amadou Alpha
论文数: 0引用数: 0
h-index: 0
机构:
Inst Pasteur, Unite Arbovirus & Virus Fievres Hemorrag, Dakar, SenegalLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Sall, Amadou Alpha
Ungchusak, Kum
论文数: 0引用数: 0
h-index: 0
机构:
Minist Hlth, Dept Dis Control, Bangkok, ThailandLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Ungchusak, Kum
Wieler, Lothar
论文数: 0引用数: 0
h-index: 0
机构:
Robert Koch Inst, Berlin, GermanyLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
机构:
Univ Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, IndonesiaUniv Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, Indonesia
Husnayain, Atina
Fuad, Anis
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Fac Med Publ Hlth & Nursing, Dept Biostat Epidemiol & Populat Hlth, Yogyakarta, IndonesiaUniv Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, Indonesia
Fuad, Anis
Lazuardi, Lutfan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Fac Med Publ Hlth & Nursing, Dept Hlth Policy Management, Yogyakarta 55281, IndonesiaUniv Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, Indonesia
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA
Jellison, Samuel S.
Bibens, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA
Bibens, Michael
Checketts, Jake
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA
Checketts, Jake
Vassar, Matt
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA
机构:
NIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USANIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Chowell, Gerardo
Bertozzi, Stefano M.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Nacl Salud Publ, Ctr Evaluat Res & Surveys, Cuernavaca 62100, Morelos, Mexico
Univ Calif Berkeley, Berkeley, CA 94720 USANIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Bertozzi, Stefano M.
Colchero, M. Arantxa
论文数: 0引用数: 0
h-index: 0
机构:
Inst Nacl Salud Publ, Ctr Evaluat Res & Surveys, Cuernavaca 62100, Morelos, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Colchero, M. Arantxa
Lopez-Gatell, Hugo
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Minist Hlth, Mexico City, DF, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Lopez-Gatell, Hugo
Alpuche-Aranda, Celia
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Minist Hlth, Mexico City, DF, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Alpuche-Aranda, Celia
Hernandez, Mauricio
论文数: 0引用数: 0
h-index: 0
机构:
Mexican Minist Hlth, Mexico City, DF, MexicoNIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
Hernandez, Mauricio
Miller, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USANIH, Fogarty Int Ctr, Div Epidemiol & Populat Studies, Bethesda, MD 20892 USA
机构:
Georgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Arizona State Univ, Coll Liberal Arts & Sci, Tempe, AZ USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Cleaton, Julie M.
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Viboud, Cecile
Simonsen, Lone
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USA
Univ Copenhagen, Dept Publ Hlth, DK-1168 Copenhagen, Denmark
George Washington Univ, Sch Publ Hlth, Milken Inst, Dept Global Hlth, Washington, DC USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Simonsen, Lone
Hurtado, Ana M.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Coll Liberal Arts & Sci, Tempe, AZ USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
Hurtado, Ana M.
Chowell, Gerardo
论文数: 0引用数: 0
h-index: 0
机构:
Georgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USAGeorgia State Univ, Sch Publ Hlth, Atlanta, GA 30303 USA
机构:
London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, EnglandLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Heymann, David L.
Shindo, Nahoko
论文数: 0引用数: 0
h-index: 0
机构:
WHO, Geneva, SwitzerlandLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Shindo, Nahoko
Bedford, Juliet
论文数: 0引用数: 0
h-index: 0
机构:London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Bedford, Juliet
Enria, Delia
论文数: 0引用数: 0
h-index: 0
机构:London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Enria, Delia
Giesecke, Johan
论文数: 0引用数: 0
h-index: 0
机构:
Karolinska Inst, Stockholm, SwedenLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Giesecke, Johan
Heymann, David
论文数: 0引用数: 0
h-index: 0
机构:London Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Heymann, David
Ihekweazu, Chikwe
论文数: 0引用数: 0
h-index: 0
机构:
Nigeria Ctr Dis Control, Abuja, NigeriaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Ihekweazu, Chikwe
Kobinger, Gary
论文数: 0引用数: 0
h-index: 0
机构:
Univ Laval, Infect Dis Res Ctr, Fac Med, Quebec City, PQ, CanadaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Kobinger, Gary
Lane, Clifford
论文数: 0引用数: 0
h-index: 0
机构:
NIAID, 9000 Rockville Pike, Bethesda, MD 20892 USALondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Lane, Clifford
Memish, Ziad
论文数: 0引用数: 0
h-index: 0
机构:
Alfaisal Univ, Riyadh, Saudi ArabiaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Memish, Ziad
Myoung-don, Oh
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ Hosp, JW Lee Ctr Global Med, SNU Coll Med, Dept Internal Med, Seoul, South KoreaLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Myoung-don, Oh
Sall, Amadou Alpha
论文数: 0引用数: 0
h-index: 0
机构:
Inst Pasteur, Unite Arbovirus & Virus Fievres Hemorrag, Dakar, SenegalLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Sall, Amadou Alpha
Ungchusak, Kum
论文数: 0引用数: 0
h-index: 0
机构:
Minist Hlth, Dept Dis Control, Bangkok, ThailandLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
Ungchusak, Kum
Wieler, Lothar
论文数: 0引用数: 0
h-index: 0
机构:
Robert Koch Inst, Berlin, GermanyLondon Sch Hyg &Trop Med, Infect Dis Epidemiol, London WC1E 7HT, England
机构:
Univ Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, IndonesiaUniv Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, Indonesia
Husnayain, Atina
Fuad, Anis
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Fac Med Publ Hlth & Nursing, Dept Biostat Epidemiol & Populat Hlth, Yogyakarta, IndonesiaUniv Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, Indonesia
Fuad, Anis
Lazuardi, Lutfan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gadjah Mada, Fac Med Publ Hlth & Nursing, Dept Hlth Policy Management, Yogyakarta 55281, IndonesiaUniv Gadjah Mada, Fac Med Publ Hlth & Nursing, Ctr Hlth Policy & Management, E Hlth Div, Yogyakarta, Indonesia
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA
Jellison, Samuel S.
Bibens, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA
Bibens, Michael
Checketts, Jake
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA
Checketts, Jake
Vassar, Matt
论文数: 0引用数: 0
h-index: 0
机构:
Oklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USAOklahoma State Univ, Ctr Hlth Sci, Dept Inst Res, 1111 West 17th St, Tulsa, OK 74107 USA