Global Green Knowledge Flows: Analysis Based on Green Patent Network
Analyzing 6.65 million global green patents from 1990 to 2019, this study reveals that the inherent instability and shifting centrality of green patent networks—from end-of-pipe to preventive technologies—render standard prediction models ineffective, necessitating a newly developed dynamic rolling prediction approach to accurately forecast green innovation.