Clinical Infectious Diseases · 2008 · 583 citations · 23 references
Public HealthInfectious Disease ControlInfectious DiseasesDisease SurveillanceEpidemiologyInfectious Disease EpidemiologyDisease Surveillance SystemsHealth SurveillanceInfectious Disease SurveillanceInfluenza-like Illness SurveillanceInternet Search Query SurveillanceTime-series Analysis In EpidemiologyInfectious Disease ManagementInfluenza PneumoniaLinear ModelsQuery-based Disease SurveillanceSearchesSeasonal Influenza Surveillance
The Internet is an important source of health information. Thus, the frequency of Internet searches may provide information regarding infectious disease activity. As an example, we examined the relationship between searches for influenza and actual influenza occurrence. Using search queries from the Yahoo! search engine ( http://search.yahoo.com ) from March 2004 through May 2008, we counted daily unique queries originating in the United States that contained influenza-related search terms. Counts were divided by the total number of searches, and the resulting daily fraction of searches was averaged over the week. We estimated linear models, using searches with 1-10-week lead times as explanatory variables to predict the percentage of cultures positive for influenza and deaths attributable to pneumonia and influenza in the United States. With use of the frequency of searches, our models predicted an increase in cultures positive for influenza 1-3 weeks in advance of when they occurred (P < .001), and similar models predicted an increase in mortality attributable to pneumonia and influenza up to 5 weeks in advance (P < .001). Search-term surveillance may provide an additional tool for disease surveillance.
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Clark C. Freifeld, Kenneth D. Mandl, Ben Y. Reis et al. · Journal of the American Medical Informatics Association · 2007 · 503 citations · Full text
Public Health, Infectious Diseases, Public Health Informatics +17
Who Searches the Internet for Health Information?
M. Kate Bundorf, Todd H. Wagner, Sara J. Singer et al. · Health Services Research · 2006 · 330 citations · Full text