Interpretability in epidemiology refers to the extent to which the results of a study or statistical model can be understood and meaningfully applied by researchers, practitioners, and policymakers. It encompasses the clarity of the study design, the appropriateness of the data analysis methods, and the ease with which stakeholders can draw conclusions and make decisions based on the findings.