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August 18, 2025SystemsOpen Access

Dynamic Evolution and Driving Mechanism of a Multi-Agent Green Technology Cooperation Innovation Network: Empirical Evidence Based on Exponential Random Graph Model

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Authors

JMJing MaLWLihua WuJHJianghai Hu

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Overview

Empirical analysis uncovers dynamic evolution of green technology networks, highlighting mechanisms driving innovation.

Key Points

  • Innovation connections increased significantly, while connection density decreased across the network's evolution.
  • The study utilized an exponential random graph model to analyze green invention patent collaborations from 2006 to 2021.
  • Various stakeholders, including state-owned enterprises and universities, play pivotal roles at different network stages.
  • Endogenous mechanisms, like preferential attachment, enhance growth, while exogenous forces show stage-specific impacts on network development.

Cite This Study

Ma et al. (2025) studied this question.

synapsesocial.com/papers/68af2d89cf1dd9ea359e60d1https://doi.org/10.3390/systems13080706
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