Analyzing the global trade network in the aftermath of large-scale invasion of Ukraine
an empirical account covering 2019-2024
Additional information
Authors
Bartesaghi P.,
Beretta E.,
Caruso R.
Type
Journal Article
Year
2026
Language
English
Abstract
We analyze the structure of the world trade network over 2019–2024, spanning the Covid-19 crisis and the 2022 large-scale invasion of Ukraine. Using a network-based approach grounded in non-local indicators, we uncover in particular both the immediate and persistent effects of the Ukrainian conflict on global markets and reveal distinct patterns within clusters such as the G20, EU, and BRICS. Metric evaluations and community detection algorithms based on communicability and resistance distances show that, from a trade-network perspective, the 2022 large-scale invasion of Ukraine constituted a major structural shock—one that affected country blocs in markedly different ways and contrasted sharply with the more uniform impact of the Covid-19 pandemic.
Keywords
Global trade network, Russian large-scale invasion of Ukraine, European Union, G20, BRICS
Journal
Networks and Spatial Economics
Diffusion
License
Rights reserved
Visibility
Public
Status open access
Green
