This evaluation identified several problems with data quality, which were substantial though not universal across hospitals. We plan to continue the analysis using 2009 data, to ensure that data quality issues have been resolved. A key limitation of this analysis is that CHARS is an imperfect gold standard for identifying King County influenza admissions; we could not independently identify admissions based on laboratory data to determine which system performed better.