Knowledge flows within and across countries should be carriers of important learning spillovers. We use data on 1 ….5 million patents and 4.5 million citations to analyze knowledge flows across 147 subnational regions. We estimate that only 15 …% of average knowledge is learned outside the average region of origin, and only 9% outside the country of origin. However …