Conclusions: Results from this research may be used to generate a clinical prediction rule to assist clinicians in effectively treating patients presenting to emergency departments with cellulitis. Understanding which patient risk factors for treatment failure will assist clinicians in determining which patients will benefit from intravenous versus oral antibiotics.