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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Gui-Long Zhu

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Aug 2026

Collaboration network structure and green innovation efficiency of manufacturing firms: the mediating roles of technological niche overlap and breadth

How to enhance green innovation efficiency (GIE) leveraging collaboration network structure (CNS) has become critical to the success of manufacturing firms. Therefore, this study aims to explore the relationship between network structural factors (accessibility, interconnectedness and independence) and GIE, as well...

Sai Fu, Yi-Na Li, Gui-Long Zhu et al. · 0 citations

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