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The Virtuous Interplay of Infrastructure Development and the Complexity of Nations
Does the infrastructure stock catalyze the development of new capabilities and ultimately of new products or vice-versa? Here we want to quantify the interplay between these two dimensions from a temporal dynamics perspective and, namely, to address whether the interaction occurs predominantly in a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512323/ https://www.ncbi.nlm.nih.gov/pubmed/33265850 http://dx.doi.org/10.3390/e20100761 |
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author | Cristelli, Matthieu Tacchella, Andrea Cader, Masud |
author_facet | Cristelli, Matthieu Tacchella, Andrea Cader, Masud |
author_sort | Cristelli, Matthieu |
collection | PubMed |
description | Does the infrastructure stock catalyze the development of new capabilities and ultimately of new products or vice-versa? Here we want to quantify the interplay between these two dimensions from a temporal dynamics perspective and, namely, to address whether the interaction occurs predominantly in a specific direction. We therefore need to measure the complexity of an economy (i.e., its capability stock) and the infrastructure stock of a country. For the former, we leverage a previously proposed metrics, the Economic Fitness (Tacchella, A.; et al. Sci. Rep. 2012, 2, 723). For the latter, we propose a new purely statistical indicator which is the principal component performed on the 47 infrastructure indicators published by the World Bank. The proposed indicator still belongs to the class of linear combination of relevant indicators but, differently from standard economic indicators of the same type as the Connectivity Index, the HDI, etc, the weights of the linear combination are not subjectively chosen or re-calibrated on a regular basis but they are those which capture the highest fraction of the information encoded in the initial dataset. The two metrics allow the study of the dynamics in the Economic Fitness-Infrastructure plane and reveal the existence of two regimes: one for low Fitness where the infrastructure and the complexity of an economy are unrelated and a second regime where the two dimensions are tightly related. To quantify the interplay of the two dimensions in this latter regime, we assume a parsimonious linear dynamic model and the emerging picture is that: (i) the feedback occurs in both directions; (ii) on the short-term (<3 years) the predominant direction of interaction is from infrastructure to capability stock; (iii) while for longer time scale (>3 years) the interaction is reversed, new capabilities lead to increasing infrastructure stock. |
format | Online Article Text |
id | pubmed-7512323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75123232020-11-09 The Virtuous Interplay of Infrastructure Development and the Complexity of Nations Cristelli, Matthieu Tacchella, Andrea Cader, Masud Entropy (Basel) Article Does the infrastructure stock catalyze the development of new capabilities and ultimately of new products or vice-versa? Here we want to quantify the interplay between these two dimensions from a temporal dynamics perspective and, namely, to address whether the interaction occurs predominantly in a specific direction. We therefore need to measure the complexity of an economy (i.e., its capability stock) and the infrastructure stock of a country. For the former, we leverage a previously proposed metrics, the Economic Fitness (Tacchella, A.; et al. Sci. Rep. 2012, 2, 723). For the latter, we propose a new purely statistical indicator which is the principal component performed on the 47 infrastructure indicators published by the World Bank. The proposed indicator still belongs to the class of linear combination of relevant indicators but, differently from standard economic indicators of the same type as the Connectivity Index, the HDI, etc, the weights of the linear combination are not subjectively chosen or re-calibrated on a regular basis but they are those which capture the highest fraction of the information encoded in the initial dataset. The two metrics allow the study of the dynamics in the Economic Fitness-Infrastructure plane and reveal the existence of two regimes: one for low Fitness where the infrastructure and the complexity of an economy are unrelated and a second regime where the two dimensions are tightly related. To quantify the interplay of the two dimensions in this latter regime, we assume a parsimonious linear dynamic model and the emerging picture is that: (i) the feedback occurs in both directions; (ii) on the short-term (<3 years) the predominant direction of interaction is from infrastructure to capability stock; (iii) while for longer time scale (>3 years) the interaction is reversed, new capabilities lead to increasing infrastructure stock. MDPI 2018-10-03 /pmc/articles/PMC7512323/ /pubmed/33265850 http://dx.doi.org/10.3390/e20100761 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Cristelli, Matthieu Tacchella, Andrea Cader, Masud The Virtuous Interplay of Infrastructure Development and the Complexity of Nations |
title | The Virtuous Interplay of Infrastructure Development and the Complexity of Nations |
title_full | The Virtuous Interplay of Infrastructure Development and the Complexity of Nations |
title_fullStr | The Virtuous Interplay of Infrastructure Development and the Complexity of Nations |
title_full_unstemmed | The Virtuous Interplay of Infrastructure Development and the Complexity of Nations |
title_short | The Virtuous Interplay of Infrastructure Development and the Complexity of Nations |
title_sort | virtuous interplay of infrastructure development and the complexity of nations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512323/ https://www.ncbi.nlm.nih.gov/pubmed/33265850 http://dx.doi.org/10.3390/e20100761 |
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