Impact of the topology of global macroeconomic network on the spreading of economic crises
arXiv:1011.4336 · doi:10.1371/journal.pone.0018443
Abstract
Throughout economic history, the global economy has experienced recurring crises. The persistent recurrence of such economic crises calls for an understanding of their generic features rather than treating them as singular events. The global economic system is a highly complex system and can best be viewed in terms of a network of interacting macroeconomic agents. In this regard, from the perspective of collective network dynamics, here we explore how the topology of global macroeconomic network affects the patterns of spreading of economic crises. Using a simple toy model of crisis spreading, we demonstrate that an individual country's role in crisis spreading is not only dependent on its gross macroeconomic capacities, but also on its local and global connectivity profile in the context of the world economic network. We find that on one hand clustering of weak links at the regional scale can significantly aggravate the spread of crises, but on the other hand the current network structure at the global scale harbors a higher tolerance of extreme crises compared to more "globalized" random networks. These results suggest that there can be a potential hidden cost in the ongoing globalization movement towards establishing less-constrained, trans-regional economic links between countries, by increasing the vulnerability of global economic system to extreme crises.
arXiv comment25 pages, 11 figures, Supplementary Information available upon request
References in corpus (20)
- Statistical mechanics of complex networks
- Error and attack tolerance of complex networks
- Epidemic spreading in scale-free networks
- Statistical physics of social dynamics
- The Product Space Conditions the Development of Nations
- Hierarchical Structure in Financial Markets
- Cascade-based attacks on complex networks
- Scaling of the distribution of fluctuations of financial market indices
- Cascade control and defense in complex networks
- Dynamics of market correlations: Taxonomy and portfolio analysis
- Modeling Cascading Failures in the North American Power Grid
- Topology of the World Trade Web
- Sandpile on Scale-Free Networks
- The scale-free topology of market investments
- Patterns of dominant flows in the world trade web
- Information flow between stock indices
- Worldwide spreading of economic crisis
- On the rich-club effect in dense and weighted networks
- The structural role of weak and strong links in a financial market network
- Optimization of Network Robustness to Random Breakdowns
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