Reliability is crucial in epidemiological research because it ensures the accuracy and consistency of the data collected. Reliable data is essential for making valid conclusions and implementing effective public health interventions. Unreliable data can lead to incorrect findings, misallocation of resources, and potentially harmful public health recommendations.