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

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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Publication Details

Journal
Systems
Published
2026-04-12
DOI
https://doi.org/10.3390/systems14040426
Primary Topic
Qualitative Comparative Analysis Research
Type
article
Field-Weighted Citation Impact
0.00

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article

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

X. Rosalind Wang, Chang Su, Qing Zhang, Jiaqi Liu
Systems
Qualitative Comparative Analysis Research
article

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

X. Rosalind Wang, Chang Su, Qing Zhang, Jiaqi Liu
article en

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.

SystemsVol. 14(4)
Xi'an University of Technology (CN)
National Natural Science Foundation of China, Ministry of Education of the People's Republic of China, Xi'an University of Science and Technology
Sustainable cities and communities
Openalex Percentile: Top 20%
Qualitative Comparative Analysis Research
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