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The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks
The increasing integration of world economies, which organize in complex multilayer networks of interactions, is one of the critical factors for the global propagation of economic crises. We adopt the network science approach to quantify shock propagation on the global trade-investment multiplex net...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6739386/ https://www.ncbi.nlm.nih.gov/pubmed/31511548 http://dx.doi.org/10.1038/s41598-019-49173-2 |
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author | Starnini, Michele Boguñá, Marián Serrano, M. Ángeles |
author_facet | Starnini, Michele Boguñá, Marián Serrano, M. Ángeles |
author_sort | Starnini, Michele |
collection | PubMed |
description | The increasing integration of world economies, which organize in complex multilayer networks of interactions, is one of the critical factors for the global propagation of economic crises. We adopt the network science approach to quantify shock propagation on the global trade-investment multiplex network. To this aim, we propose a model that couples a spreading dynamics, describing how economic distress propagates between connected countries, with an internal contagion mechanism, describing the spreading of such economic distress within a given country. At the local level, we find that the interplay between trade and financial interactions influences the vulnerabilities of countries to shocks. At the large scale, we find a simple linear relation between the relative magnitude of a shock in a country and its global impact on the whole economic system, albeit the strength of internal contagion is country-dependent and the inter-country propagation dynamics is non-linear. Interestingly, this systemic impact can be associated to intra-layer and inter-layer scale factors that we name network multipliers, that are independent of the magnitude of the initial shock. Our model sets-up a quantitative framework to stress-test the robustness of individual countries and of the world economy. |
format | Online Article Text |
id | pubmed-6739386 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67393862019-09-22 The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks Starnini, Michele Boguñá, Marián Serrano, M. Ángeles Sci Rep Article The increasing integration of world economies, which organize in complex multilayer networks of interactions, is one of the critical factors for the global propagation of economic crises. We adopt the network science approach to quantify shock propagation on the global trade-investment multiplex network. To this aim, we propose a model that couples a spreading dynamics, describing how economic distress propagates between connected countries, with an internal contagion mechanism, describing the spreading of such economic distress within a given country. At the local level, we find that the interplay between trade and financial interactions influences the vulnerabilities of countries to shocks. At the large scale, we find a simple linear relation between the relative magnitude of a shock in a country and its global impact on the whole economic system, albeit the strength of internal contagion is country-dependent and the inter-country propagation dynamics is non-linear. Interestingly, this systemic impact can be associated to intra-layer and inter-layer scale factors that we name network multipliers, that are independent of the magnitude of the initial shock. Our model sets-up a quantitative framework to stress-test the robustness of individual countries and of the world economy. Nature Publishing Group UK 2019-09-11 /pmc/articles/PMC6739386/ /pubmed/31511548 http://dx.doi.org/10.1038/s41598-019-49173-2 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Starnini, Michele Boguñá, Marián Serrano, M. Ángeles The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks |
title | The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks |
title_full | The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks |
title_fullStr | The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks |
title_full_unstemmed | The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks |
title_short | The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks |
title_sort | interconnected wealth of nations: shock propagation on global trade-investment multiplex networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6739386/ https://www.ncbi.nlm.nih.gov/pubmed/31511548 http://dx.doi.org/10.1038/s41598-019-49173-2 |
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