Combining data from multiple sources is crucial in epidemiology to enhance the reliability and validity of findings. By pooling data, researchers can increase the statistical power of their studies, reduce biases, and achieve more generalized conclusions. This approach helps in understanding the spread, determinants, and control of diseases more effectively.