Infectious disease experts at Columbia’s Mailman School of Public Health have launched a that reports weekly predictions for rates of season influenza in 94 cities in the United States, based on a .
Reporting the latest data from the week of December 29, 2013, through January 4, 2014, the website—Columbia Prediction of Infectious Diseases: Influenza Forecasts, or CPID—shows that:
- Flu cases are forecast to peak in January in most of the country, including San Francisco (Jan. 5-11), Chicago (Jan. 12–18), Atlanta (Jan. 12–18), Washington, D.C. (Jan. 12–18), Los Angeles (Jan. 12–18), New York City (Jan. 19–25), and Boston (Jan. 26–Feb. 1).
- Flu cases are predicted to continue to rise into February for several cities, peaking in Miami during the week of Feb. 2–8 and Providence, RI, during Feb. 16–22.
- Areas of the country hardest hit by seasonal flu—including Louisiana, Nevada, Tennessee, and Texas—have already seen the worst of the outbreak.
- Overall, the 2013–2014 flu season is currently predicted to peak later, with fewer cases, than the 2012–2013 season but to be considerably more severe than the 2011–2012 season.
New predictions are posted every Friday afternoon during the flu season.
“For the first time, people can see the outlook for seasonal flu in their area by going online, ” says, assistant professor of environmental health sciences at the Mailman School, who led development of the site and forecasting system. “We hope the site will help foster greater awareness of influenza activity and risk around the country and that it will motivate individuals to take measures, such as vaccination, to protect themselves against the virus.” Dr. Shaman is also affiliated with the at Columbia’s Earth Institute, which is hosting the website.
- Interactive map of the United States displays the incidence and relative severity of seasonal flu for cities across the country.
- Influenza incidence predictions by city for the coming weeks.
- Map showing the proportion of flu cases by region.
- Charts that compare the timing and severity of the four most-recent flu seasons.
- Exportable data for each week of the flu season (beginning in Sept. 29 for the 2013–2014 season).
The flu forecasting system adapts techniques used in modern weather prediction to turn real-time, Web-based estimates of influenza infection into local forecasts of future influenza incidence by locality.
For the public, the flu forecast may promote greater vaccination, the exercise of care around people sneezing and coughing, and better awareness of personal health. For health officials, it could inform decisions on how the stockpiling and distribution of vaccines and antiviral drugs, and in the case of a virulent outbreak, whether other measures, such as closing of schools, are necessary.
“Flu forecasting is a powerful example of how public health research is leveraging technology to prevent the spread of infections and safeguard our health, ” says, dean of the Mailman School.
The Centers for Disease Control estimates that in the U.S. between 3, 000 and 49, 000 people die from the flu each year.
Funding for the project is provided by the National Institutes of Health (, 1U54GM088558, and ), the Biomedical Advanced Research and Development Authority of the Department of Health and Human Services, and the Department of Homeland Security.
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