Cargando…

Optimal diversification strategies in the networks of related products and of related research areas

Countries and cities are likely to enter economic activities that are related to those that are already present in them. Yet, while these path dependencies are universally acknowledged, we lack an understanding of the diversification strategies that can optimally balance the development of related a...

Descripción completa

Detalles Bibliográficos
Autores principales: Alshamsi, Aamena, Pinheiro, Flávio L., Hidalgo, Cesar A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5889401/
https://www.ncbi.nlm.nih.gov/pubmed/29626192
http://dx.doi.org/10.1038/s41467-018-03740-9
_version_ 1783312686832943104
author Alshamsi, Aamena
Pinheiro, Flávio L.
Hidalgo, Cesar A.
author_facet Alshamsi, Aamena
Pinheiro, Flávio L.
Hidalgo, Cesar A.
author_sort Alshamsi, Aamena
collection PubMed
description Countries and cities are likely to enter economic activities that are related to those that are already present in them. Yet, while these path dependencies are universally acknowledged, we lack an understanding of the diversification strategies that can optimally balance the development of related and unrelated activities. Here, we develop algorithms to identify the activities that are optimal to target at each time step. We find that the strategies that minimize the total time needed to diversify an economy target highly connected activities during a narrow and specific time window. We compare the strategies suggested by our model with the strategies followed by countries in the diversification of their exports and research activities, finding that countries follow strategies that are close to the ones suggested by the model. These findings add to our understanding of economic diversification and also to our general understanding of diffusion in networks.
format Online
Article
Text
id pubmed-5889401
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-58894012018-04-09 Optimal diversification strategies in the networks of related products and of related research areas Alshamsi, Aamena Pinheiro, Flávio L. Hidalgo, Cesar A. Nat Commun Article Countries and cities are likely to enter economic activities that are related to those that are already present in them. Yet, while these path dependencies are universally acknowledged, we lack an understanding of the diversification strategies that can optimally balance the development of related and unrelated activities. Here, we develop algorithms to identify the activities that are optimal to target at each time step. We find that the strategies that minimize the total time needed to diversify an economy target highly connected activities during a narrow and specific time window. We compare the strategies suggested by our model with the strategies followed by countries in the diversification of their exports and research activities, finding that countries follow strategies that are close to the ones suggested by the model. These findings add to our understanding of economic diversification and also to our general understanding of diffusion in networks. Nature Publishing Group UK 2018-04-06 /pmc/articles/PMC5889401/ /pubmed/29626192 http://dx.doi.org/10.1038/s41467-018-03740-9 Text en © The Author(s) 2018 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
Alshamsi, Aamena
Pinheiro, Flávio L.
Hidalgo, Cesar A.
Optimal diversification strategies in the networks of related products and of related research areas
title Optimal diversification strategies in the networks of related products and of related research areas
title_full Optimal diversification strategies in the networks of related products and of related research areas
title_fullStr Optimal diversification strategies in the networks of related products and of related research areas
title_full_unstemmed Optimal diversification strategies in the networks of related products and of related research areas
title_short Optimal diversification strategies in the networks of related products and of related research areas
title_sort optimal diversification strategies in the networks of related products and of related research areas
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5889401/
https://www.ncbi.nlm.nih.gov/pubmed/29626192
http://dx.doi.org/10.1038/s41467-018-03740-9
work_keys_str_mv AT alshamsiaamena optimaldiversificationstrategiesinthenetworksofrelatedproductsandofrelatedresearchareas
AT pinheiroflaviol optimaldiversificationstrategiesinthenetworksofrelatedproductsandofrelatedresearchareas
AT hidalgocesara optimaldiversificationstrategiesinthenetworksofrelatedproductsandofrelatedresearchareas