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Maximum Entropy for the International Division of Labor
As a result of the international division of labor, the trade value distribution on different products substantiated by international trade flows can be regarded as one country’s strategy for competition. According to the empirical data of trade flows, countries may spend a large fraction of export...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718631/ https://www.ncbi.nlm.nih.gov/pubmed/26172052 http://dx.doi.org/10.1371/journal.pone.0129955 |
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author | Lei, Hongmei Chen, Ying Li, Ruiqi He, Deli Zhang, Jiang |
author_facet | Lei, Hongmei Chen, Ying Li, Ruiqi He, Deli Zhang, Jiang |
author_sort | Lei, Hongmei |
collection | PubMed |
description | As a result of the international division of labor, the trade value distribution on different products substantiated by international trade flows can be regarded as one country’s strategy for competition. According to the empirical data of trade flows, countries may spend a large fraction of export values on ubiquitous and competitive products. Meanwhile, countries may also diversify their exports share on different types of products to reduce the risk. In this paper, we report that the export share distribution curves can be derived by maximizing the entropy of shares on different products under the product’s complexity constraint once the international market structure (the country-product bipartite network) is given. Therefore, a maximum entropy model provides a good fit to empirical data. The empirical data is consistent with maximum entropy subject to a constraint on the expected value of the product complexity for each country. One country’s strategy is mainly determined by the types of products this country can export. In addition, our model is able to fit the empirical export share distribution curves of nearly every country very well by tuning only one parameter. |
format | Online Article Text |
id | pubmed-4718631 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-47186312016-01-30 Maximum Entropy for the International Division of Labor Lei, Hongmei Chen, Ying Li, Ruiqi He, Deli Zhang, Jiang PLoS One Research Article As a result of the international division of labor, the trade value distribution on different products substantiated by international trade flows can be regarded as one country’s strategy for competition. According to the empirical data of trade flows, countries may spend a large fraction of export values on ubiquitous and competitive products. Meanwhile, countries may also diversify their exports share on different types of products to reduce the risk. In this paper, we report that the export share distribution curves can be derived by maximizing the entropy of shares on different products under the product’s complexity constraint once the international market structure (the country-product bipartite network) is given. Therefore, a maximum entropy model provides a good fit to empirical data. The empirical data is consistent with maximum entropy subject to a constraint on the expected value of the product complexity for each country. One country’s strategy is mainly determined by the types of products this country can export. In addition, our model is able to fit the empirical export share distribution curves of nearly every country very well by tuning only one parameter. Public Library of Science 2015-07-14 /pmc/articles/PMC4718631/ /pubmed/26172052 http://dx.doi.org/10.1371/journal.pone.0129955 Text en © 2015 Lei 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 Lei, Hongmei Chen, Ying Li, Ruiqi He, Deli Zhang, Jiang Maximum Entropy for the International Division of Labor |
title | Maximum Entropy for the International Division of
Labor |
title_full | Maximum Entropy for the International Division of
Labor |
title_fullStr | Maximum Entropy for the International Division of
Labor |
title_full_unstemmed | Maximum Entropy for the International Division of
Labor |
title_short | Maximum Entropy for the International Division of
Labor |
title_sort | maximum entropy for the international division of
labor |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718631/ https://www.ncbi.nlm.nih.gov/pubmed/26172052 http://dx.doi.org/10.1371/journal.pone.0129955 |
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