In epidemiology, binary data refers to data that has two possible outcomes. These outcomes are often coded as 0 and 1, representing categories such as "yes or no," "present or absent," or "diseased or healthy." This type of data is fundamental in epidemiological research because it simplifies the analysis of factors that influence health outcomes.