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Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products

We investigate a recent methodology we have proposed to extract valuable information on the competitiveness of countries and complexity of products from trade data. Standard economic theories predict a high level of specialization of countries in specific industrial sectors. However, a direct analys...

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Autores principales: Cristelli, Matthieu, Gabrielli, Andrea, Tacchella, Andrea, Caldarelli, Guido, Pietronero, Luciano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3733723/
https://www.ncbi.nlm.nih.gov/pubmed/23940633
http://dx.doi.org/10.1371/journal.pone.0070726
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author Cristelli, Matthieu
Gabrielli, Andrea
Tacchella, Andrea
Caldarelli, Guido
Pietronero, Luciano
author_facet Cristelli, Matthieu
Gabrielli, Andrea
Tacchella, Andrea
Caldarelli, Guido
Pietronero, Luciano
author_sort Cristelli, Matthieu
collection PubMed
description We investigate a recent methodology we have proposed to extract valuable information on the competitiveness of countries and complexity of products from trade data. Standard economic theories predict a high level of specialization of countries in specific industrial sectors. However, a direct analysis of the official databases of exported products by all countries shows that the actual situation is very different. Countries commonly considered as developed ones are extremely diversified, exporting a large variety of products from very simple to very complex. At the same time countries generally considered as less developed export only the products also exported by the majority of countries. This situation calls for the introduction of a non-monetary and non-income-based measure for country economy complexity which uncovers the hidden potential for development and growth. The statistical approach we present here consists of coupled non-linear maps relating the competitiveness/fitness of countries to the complexity of their products. The fixed point of this transformation defines a metrics for the fitness of countries and the complexity of products. We argue that the key point to properly extract the economic information is the non-linearity of the map which is necessary to bound the complexity of products by the fitness of the less competitive countries exporting them. We present a detailed comparison of the results of this approach directly with those of the Method of Reflections by Hidalgo and Hausmann, showing the better performance of our method and a more solid economic, scientific and consistent foundation.
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spelling pubmed-37337232013-08-12 Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products Cristelli, Matthieu Gabrielli, Andrea Tacchella, Andrea Caldarelli, Guido Pietronero, Luciano PLoS One Research Article We investigate a recent methodology we have proposed to extract valuable information on the competitiveness of countries and complexity of products from trade data. Standard economic theories predict a high level of specialization of countries in specific industrial sectors. However, a direct analysis of the official databases of exported products by all countries shows that the actual situation is very different. Countries commonly considered as developed ones are extremely diversified, exporting a large variety of products from very simple to very complex. At the same time countries generally considered as less developed export only the products also exported by the majority of countries. This situation calls for the introduction of a non-monetary and non-income-based measure for country economy complexity which uncovers the hidden potential for development and growth. The statistical approach we present here consists of coupled non-linear maps relating the competitiveness/fitness of countries to the complexity of their products. The fixed point of this transformation defines a metrics for the fitness of countries and the complexity of products. We argue that the key point to properly extract the economic information is the non-linearity of the map which is necessary to bound the complexity of products by the fitness of the less competitive countries exporting them. We present a detailed comparison of the results of this approach directly with those of the Method of Reflections by Hidalgo and Hausmann, showing the better performance of our method and a more solid economic, scientific and consistent foundation. Public Library of Science 2013-08-05 /pmc/articles/PMC3733723/ /pubmed/23940633 http://dx.doi.org/10.1371/journal.pone.0070726 Text en © 2013 Cristelli et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Cristelli, Matthieu
Gabrielli, Andrea
Tacchella, Andrea
Caldarelli, Guido
Pietronero, Luciano
Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products
title Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products
title_full Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products
title_fullStr Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products
title_full_unstemmed Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products
title_short Measuring the Intangibles: A Metrics for the Economic Complexity of Countries and Products
title_sort measuring the intangibles: a metrics for the economic complexity of countries and products
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3733723/
https://www.ncbi.nlm.nih.gov/pubmed/23940633
http://dx.doi.org/10.1371/journal.pone.0070726
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