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April 15, 2026Systems0 citationsOpen Access

Research on the Complex Network Characteristics and Driver Paths of Virtual Agglomeration in Manufacturing

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QZQing ZhangXWX. Rosalind WangCSChang Su

Key Points

  • The aim is to explore the complex network characteristics and driving paths of virtual agglomeration in the manufacturing sector.
  • Proposed a model for virtual agglomeration formation
  • Identified network characteristics through theoretical analysis
  • Constructed a driving path framework based on Technology-Organization-Environment theory
  • Used fuzzy set qualitative comparative analysis to identify pathways
  • Technological platform foundation is crucial for enhancing virtual agglomeration
  • Differentiated organizational and environmental combinations positively impact virtual agglomeration
  • Findings offer theoretical support for cities to enhance virtual agglomeration based on local conditions

Abstract

In the era of digital economy, manufacturing industry transcends geographical space to build virtual networks. Revealing the complex network characteristics and driver paths of virtual agglomeration is of great significance for accelerating the digitalization of manufacturing. First, this paper explains the formation mechanism and proposes the model of virtual agglomeration; moreover, the paper identifies complex network characteristics. Finally, this paper constructs a driving path framework based on the “Technology–Organization–Environment” theory, and uses fuzzy set qualitative comparative analysis to identify paths. The results show that the technological platform foundation plays a core role in enhancing the level of virtual agglomeration. Differentiated combinations of organizational and environmental conditions also have a positive impact. This study provides theoretical support and practical reference for cities to accelerate virtual agglomeration according to local conditions.

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Cite This Study

Zhang et al. (2026) studied this question.

synapsesocial.com/papers/69df2a99e4eeef8a2a6afa41https://doi.org/10.3390/systems14040426
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