. Knowledge flow is measured by patent citations.Data on 975 firms were obtained from three sources: the Cooperative Agreementsand … Technology Indicators (CATI) database to identify pairs of firms that sharealliances, the U.S. Patent Office for patent data, and … and patent citation rates, providing evidence thatalliances promote patent citations. However, a reverse causation is …