Using Internet Searches for Influenza Surveillance
Top Cited Papers
Open Access
- 1 December 2008
- journal article
- Published by Oxford University Press (OUP) in Clinical Infectious Diseases
- Vol. 47 (11), 1443-1448
- https://doi.org/10.1086/593098
Abstract
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 examine the relationship between searches for influenza and actual influenza occurrence. Using search queries from http://search.yahoo.com, between March 2004 and May 2008, we counted daily unique queries, originating in the U.S. and containing 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 one- to ten-week lead times as explanatory variables, to predict the percentage of positive influenza cultures and also deaths due to pneumonia and influenza in the U.S. Using the frequency of searches, our models predicted an increase in positive influenza cultures 1–3 weeks in advance (p < 0.0001) and similar models predicted an increase in mortality from pneumonia and influenza up to five weeks in advance (p < 0.0001). Search-term surveillance may provide an additional tool for disease surveillance.This publication has 18 references indexed in Scilit:
- HealthMap: Global Infectious Disease Monitoring through Automated Classification and Visualization of Internet Media ReportsJournal of the American Medical Informatics Association, 2008
- Timeliness of Data Sources Used for Influenza SurveillanceJournal of the American Medical Informatics Association, 2007
- Use of Prediction Markets to Forecast Infectious Disease ActivityClinical Infectious Diseases, 2007
- Who Searches the Internet for Health Information?Health Services Research, 2006
- Using web-based search data to predict macroeconomic statisticsCommunications of the ACM, 2005
- Cancer Internet Search Activity on a Major Search Engine, United States 2001-2003Journal of Medical Internet Research, 2005
- ProMED-mail: An Early Warning System for Emerging DiseasesClinical Infectious Diseases, 2004
- Detection of Pediatric Respiratory and Diarrheal Outbreaks from Sales of Over-the-counter Electrolyte ProductsJournal of the American Medical Informatics Association, 2003
- Surveillance of Infectious Disease Occurrences in the Community: An Analysis of Symptom Presentation in the Emergency DepartmentAcademic Emergency Medicine, 2003
- The Emerging Infections Network Electronic Mail Conference and Web PageClinical Infectious Diseases, 2001