Identifying an epidemic begins with the detection of an unusual increase in the number of cases of a specific disease. This could be through surveillance systems, reports from healthcare providers, or community feedback. Epidemiologists use statistical methods to determine whether the observed increase is significant enough to be considered an epidemic.