Yes, prior probability can change over time as new data becomes available or as the epidemiological landscape evolves. For instance, the emergence of new risk factors, changes in population behavior, or the introduction of new interventions can all affect prior probability. Continually updating prior probabilities ensures that epidemiological models remain accurate and relevant.