Big data is crucial in epidemiology because it allows for more accurate and comprehensive studies. With large datasets, researchers can identify rare diseases, understand complex interactions between multiple risk factors, and evaluate the effectiveness of public health interventions. This comprehensive approach can lead to more effective disease prevention and control strategies.