Anatomizing Resilience: The Multi-Dimensional Evolution and Drivers of Regional Collaborative Innovation Networks

In an era of intensifying global technological competition and systemic disruptions, the resilience of metropolitan innovation networks has emerged as a cornerstone of sustainable regional development. Based on joint invention patents, this study employs a multi-method analytical framework integrati...

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Principais autores:	Zhimin Liu, Tianbo Tang, Jiawei Pan, Gang Han
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-11-01
coleção:	Systems
Assuntos:	innovation ecosystem collaborative innovation network network resilience Exponential Random Graph Model (ERGM) Shanghai Metropolitan Area (SMA)
Acesso em linha:	https://www.mdpi.com/2079-8954/13/11/1017
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