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The triangular structure beyond pairwise interactions affects the robustness of the world trade networks
Wan Wang1, Zhuoming Ren1, Yu Lin1
1Alibaba Business School, Hangzhou Normal University, Hangzhou 311121, China.
Higher-order trade networks, representing group interactions, show increased robustness with complexity. However, scale-free networks are vulnerable, highlighting the need for multilateral ties to strengthen global trade resilience.
Area of Science:
- Network science
- International trade analysis
- Complex systems
Background:
- Traditional network analysis often overlooks higher-order interactions.
- Understanding the robustness of world trade networks is crucial for global economic stability.
- Filled triangles (two-simplexes) represent fundamental group interactions in complex systems.
Purpose of the Study:
- To analyze the impact of higher-order interactions on world trade network robustness.
- To construct and examine two-simplex trade networks using multilateral trade agreements and import-export data.
- To identify factors influencing trade network resilience over time.
Main Methods:
- Construction of two-simplex higher-order trade networks integrating multilateral regional trade agreements and world trade data.
- Topological analysis of network evolution, including scale, complexity, and changes in 2020.
- Node attack simulations to assess network robustness against key node removal.
- Generation of synthetic trade networks using random simplicial complex (RSC) and scale-free simplicial complex (SFSC) models.
Main Results:
- World trade networks exhibit significant growth in scale and complexity, with a decline in 2020.
- Network robustness generally improves with size and complexity but decreased in 2020.
- Increasing average degree enhances robustness; increasing nodes or filled triangles alone can weaken it.
- Scale-free networks show lower robustness due to hub vulnerability compared to random simplicial complexes.
Conclusions:
- Multilateral interactions and strengthened ties are vital for enhancing the robustness of world trade networks.
- Network structure, particularly the balance between higher-order interactions and node connectivity, dictates resilience.
- The findings provide insights into safeguarding global trade against disruptions.
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