Barcodes in epidemiology are unique identifiers used for tracking and identifying various biological entities, such as pathogens, genetic material, or even individual patient samples. They are essential tools for ensuring accuracy and efficiency in data collection, sample tracking, and analysis in public health research and disease monitoring.