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Interpreting economic complexity
Two network measures known as the economic complexity index (ECI) and product complexity index (PCI) have provided important insights into patterns of economic development. We show that the ECI and PCI are equivalent to a spectral clustering algorithm that partitions a similarity graph into two part...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326748/ https://www.ncbi.nlm.nih.gov/pubmed/30662945 http://dx.doi.org/10.1126/sciadv.aau1705 |
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author | Mealy, Penny Farmer, J. Doyne Teytelboym, Alexander |
author_facet | Mealy, Penny Farmer, J. Doyne Teytelboym, Alexander |
author_sort | Mealy, Penny |
collection | PubMed |
description | Two network measures known as the economic complexity index (ECI) and product complexity index (PCI) have provided important insights into patterns of economic development. We show that the ECI and PCI are equivalent to a spectral clustering algorithm that partitions a similarity graph into two parts. The measures are also closely related to various dimensionality reduction methods, such as diffusion maps and correspondence analysis. Our results shed new light on the ECI’s empirical success in explaining cross-country differences in gross domestic product per capita and economic growth, which is often linked to the diversity of country export baskets. In fact, countries with high (low) ECI tend to specialize in high-PCI (low-PCI) products. We also find that the ECI and PCI uncover specialization patterns across U.S. states and U.K. regions. |
format | Online Article Text |
id | pubmed-6326748 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63267482019-01-18 Interpreting economic complexity Mealy, Penny Farmer, J. Doyne Teytelboym, Alexander Sci Adv Research Articles Two network measures known as the economic complexity index (ECI) and product complexity index (PCI) have provided important insights into patterns of economic development. We show that the ECI and PCI are equivalent to a spectral clustering algorithm that partitions a similarity graph into two parts. The measures are also closely related to various dimensionality reduction methods, such as diffusion maps and correspondence analysis. Our results shed new light on the ECI’s empirical success in explaining cross-country differences in gross domestic product per capita and economic growth, which is often linked to the diversity of country export baskets. In fact, countries with high (low) ECI tend to specialize in high-PCI (low-PCI) products. We also find that the ECI and PCI uncover specialization patterns across U.S. states and U.K. regions. American Association for the Advancement of Science 2019-01-09 /pmc/articles/PMC6326748/ /pubmed/30662945 http://dx.doi.org/10.1126/sciadv.aau1705 Text en Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Mealy, Penny Farmer, J. Doyne Teytelboym, Alexander Interpreting economic complexity |
title | Interpreting economic complexity |
title_full | Interpreting economic complexity |
title_fullStr | Interpreting economic complexity |
title_full_unstemmed | Interpreting economic complexity |
title_short | Interpreting economic complexity |
title_sort | interpreting economic complexity |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6326748/ https://www.ncbi.nlm.nih.gov/pubmed/30662945 http://dx.doi.org/10.1126/sciadv.aau1705 |
work_keys_str_mv | AT mealypenny interpretingeconomiccomplexity AT farmerjdoyne interpretingeconomiccomplexity AT teytelboymalexander interpretingeconomiccomplexity |