Enhanced data collection in epidemiology refers to the systematic and comprehensive gathering of health-related data to better understand, monitor, and control diseases within populations. This approach leverages advanced technologies, methodologies, and collaborative networks to improve the accuracy, timeliness, and granularity of epidemiological data.