Dr. John Snow used an innovative approach to identify the source of the outbreak. He employed a methodical analysis of the outbreak's distribution, mapping cases of cholera around Soho. His maps revealed a clustering of cases around the Broad Street pump, strongly suggesting it as the outbreak's epicenter. This was a groundbreaking use of geographic information systems (GIS) in epidemiology.