On January 31, 2011, ISDS, in collaboration with the CDC BioSense Program, recommended a core set of data for public health syndromic surveillance (PHSS) to support public health's participation in Meaningful Use. This study was conducted to better support a requirement for ED CC as free-text, by investigating the relationship between the unstructured, freetext form of CC data and its usefulness in public health practice.