This study developed an ex post theory to better understand the remarkable success of the Michigan Keystone project. The authors highlight the densely networked community, the multimodal interventions, the data-driven processes, and the reframing of catheter-related blood stream infections as a social problem as important contextual factors to be applied in other improvement efforts.