The rise and fall of countries in the global value chains
Luiz G. A. Alves, Giuseppe Mangioni, Francisco A. Rodrigues, Pietro, Panzarasa, and Yamir Moreno

TL;DR
This paper models global trade as a multilayer network to analyze structural shifts, especially around 2007, revealing how countries' roles and industry contributions changed, notably highlighting China's rise over the US before the 2008 crisis.
Contribution
It introduces a multilayer network approach to study global value chains and uncovers the structural transition and power dynamics shifts among countries, especially China and the US, around 2007.
Findings
Significant structural variation in 2007 before the financial crisis.
Reversal of leading roles between US and China in global value chains.
Trade concentration occurs among geographically proximate countries with different power dynamics.
Abstract
Countries participate in global value chains by engaging in backward and forward transactions connecting multiple geographically dispersed production stages. Inspired by network theory, we model global trade as a multilayer network and study its power structure by investigating the tendency of eigenvector centrality to concentrate on a small fraction of countries, a phenomenon called localization transition. We show that the market underwent a significant structural variation in 2007 just before the global financial crisis. That year witnessed an abrupt repositioning of countries in the global value chains, and in particular a remarkable reversal of leading role between the two major economies, the US and China. We uncover the hierarchical structure of the multilayer network based on countries' time series of eigenvector centralities, and show that trade tends to concentrate between…
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