Cargando…
The Scientific Competitiveness of Nations
We use citation data of scientific articles produced by individual nations in different scientific domains to determine the structure and efficiency of national research systems. We characterize the scientific fitness of each nation—that is, the competitiveness of its research system—and the complex...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4262272/ https://www.ncbi.nlm.nih.gov/pubmed/25493626 http://dx.doi.org/10.1371/journal.pone.0113470 |
_version_ | 1782348407769137152 |
---|---|
author | Cimini, Giulio Gabrielli, Andrea Sylos Labini, Francesco |
author_facet | Cimini, Giulio Gabrielli, Andrea Sylos Labini, Francesco |
author_sort | Cimini, Giulio |
collection | PubMed |
description | We use citation data of scientific articles produced by individual nations in different scientific domains to determine the structure and efficiency of national research systems. We characterize the scientific fitness of each nation—that is, the competitiveness of its research system—and the complexity of each scientific domain by means of a non-linear iterative algorithm able to assess quantitatively the advantage of scientific diversification. We find that technological leading nations, beyond having the largest production of scientific papers and the largest number of citations, do not specialize in a few scientific domains. Rather, they diversify as much as possible their research system. On the other side, less developed nations are competitive only in scientific domains where also many other nations are present. Diversification thus represents the key element that correlates with scientific and technological competitiveness. A remarkable implication of this structure of the scientific competition is that the scientific domains playing the role of “markers” of national scientific competitiveness are those not necessarily of high technological requirements, but rather addressing the most “sophisticated” needs of the society. |
format | Online Article Text |
id | pubmed-4262272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-42622722014-12-15 The Scientific Competitiveness of Nations Cimini, Giulio Gabrielli, Andrea Sylos Labini, Francesco PLoS One Research Article We use citation data of scientific articles produced by individual nations in different scientific domains to determine the structure and efficiency of national research systems. We characterize the scientific fitness of each nation—that is, the competitiveness of its research system—and the complexity of each scientific domain by means of a non-linear iterative algorithm able to assess quantitatively the advantage of scientific diversification. We find that technological leading nations, beyond having the largest production of scientific papers and the largest number of citations, do not specialize in a few scientific domains. Rather, they diversify as much as possible their research system. On the other side, less developed nations are competitive only in scientific domains where also many other nations are present. Diversification thus represents the key element that correlates with scientific and technological competitiveness. A remarkable implication of this structure of the scientific competition is that the scientific domains playing the role of “markers” of national scientific competitiveness are those not necessarily of high technological requirements, but rather addressing the most “sophisticated” needs of the society. Public Library of Science 2014-12-10 /pmc/articles/PMC4262272/ /pubmed/25493626 http://dx.doi.org/10.1371/journal.pone.0113470 Text en © 2014 Cimini 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 Cimini, Giulio Gabrielli, Andrea Sylos Labini, Francesco The Scientific Competitiveness of Nations |
title | The Scientific Competitiveness of Nations |
title_full | The Scientific Competitiveness of Nations |
title_fullStr | The Scientific Competitiveness of Nations |
title_full_unstemmed | The Scientific Competitiveness of Nations |
title_short | The Scientific Competitiveness of Nations |
title_sort | scientific competitiveness of nations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4262272/ https://www.ncbi.nlm.nih.gov/pubmed/25493626 http://dx.doi.org/10.1371/journal.pone.0113470 |
work_keys_str_mv | AT ciminigiulio thescientificcompetitivenessofnations AT gabrielliandrea thescientificcompetitivenessofnations AT syloslabinifrancesco thescientificcompetitivenessofnations AT ciminigiulio scientificcompetitivenessofnations AT gabrielliandrea scientificcompetitivenessofnations AT syloslabinifrancesco scientificcompetitivenessofnations |