In the context of epidemiology, random error refers to the variability in data that arises purely by chance. Unlike systematic error, which is consistent and predictable, random error is unpredictable and varies without a discernible pattern. This unpredictability can obscure true associations and relationships in the data, making it challenging to draw accurate conclusions.