The Review of Economics and Statistics · 2022 · 35 citations · 28 references
Social SciencesInnovation ManagementUrban StudiesEconomic GeographyInnovationTransportationCollaborative InnovationIndustry LinkagesInnovation GeographyInnovation NetworksMatched-pair DesignsMatching TheoryJoint InnovationMarket Entry EffectsMatchingSubway Systems
Abstract Using rapid expansion of the Beijing subway from 2000 to 2018, we analyze its impact on collaborative matches in innovations. We find that an hour reduction in travel time between a pair of locations in Beijing brought 14.85% to 37.69% increase in collaborated patents. Far-apart location pairs were more affected, and the local average causal response is approximately 34.92% to 82.29%. The effect is mainly driven by increased matches among highly productive innovators. The entry of new innovators, relocation of existing innovators, and collaborations among low-productive innovators also contribute to the increase in collaborative matches, especially in the long run.
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Identification and Estimation of Local Average Treatment Effects
Guido W. Imbens, Joshua D. Angrist · Econometrica · 1994 · 4.1K citations
Bartik Instruments: What, When, Why, and How
Paul Goldsmith-Pinkham, Isaac Sorkin, Henry Swift · American Economic Review · 2020 · 2.2K citations · Full text