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The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot
Scientists and inventors can draw on an ever-expanding literature for the building blocks of tomorrow’s ideas, yet little is known about how combinations of past work are related to future discoveries. Our analysis parameterizes the age distribution of a work’s references and revealed three links be...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397134/ https://www.ncbi.nlm.nih.gov/pubmed/28439537 http://dx.doi.org/10.1126/sciadv.1601315 |
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author | Mukherjee, Satyam Romero, Daniel M. Jones, Ben Uzzi, Brian |
author_facet | Mukherjee, Satyam Romero, Daniel M. Jones, Ben Uzzi, Brian |
author_sort | Mukherjee, Satyam |
collection | PubMed |
description | Scientists and inventors can draw on an ever-expanding literature for the building blocks of tomorrow’s ideas, yet little is known about how combinations of past work are related to future discoveries. Our analysis parameterizes the age distribution of a work’s references and revealed three links between the age of prior knowledge and hit papers and patents. First, works that cite literature with a low mean age and high age variance are in a citation “hotspot”; these works double their likelihood of being in the top 5% or better of citations. Second, the hotspot is nearly universal in all branches of science and technology and is increasingly predictive of a work’s future citation impact. Third, a scientist or inventor is significantly more likely to write a paper in the hotspot when they are coauthoring than whey they are working alone. Our findings are based on all 28,426,345 scientific papers in the Web of Science, 1945–2013, and all 5,382,833 U.S. patents, 1950–2010, and reveal new antecedents of high-impact science and the link between prior literature and tomorrow’s breakthrough ideas. |
format | Online Article Text |
id | pubmed-5397134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-53971342017-04-24 The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot Mukherjee, Satyam Romero, Daniel M. Jones, Ben Uzzi, Brian Sci Adv Research Articles Scientists and inventors can draw on an ever-expanding literature for the building blocks of tomorrow’s ideas, yet little is known about how combinations of past work are related to future discoveries. Our analysis parameterizes the age distribution of a work’s references and revealed three links between the age of prior knowledge and hit papers and patents. First, works that cite literature with a low mean age and high age variance are in a citation “hotspot”; these works double their likelihood of being in the top 5% or better of citations. Second, the hotspot is nearly universal in all branches of science and technology and is increasingly predictive of a work’s future citation impact. Third, a scientist or inventor is significantly more likely to write a paper in the hotspot when they are coauthoring than whey they are working alone. Our findings are based on all 28,426,345 scientific papers in the Web of Science, 1945–2013, and all 5,382,833 U.S. patents, 1950–2010, and reveal new antecedents of high-impact science and the link between prior literature and tomorrow’s breakthrough ideas. American Association for the Advancement of Science 2017-04-19 /pmc/articles/PMC5397134/ /pubmed/28439537 http://dx.doi.org/10.1126/sciadv.1601315 Text en Copyright © 2017, The Authors http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited. |
spellingShingle | Research Articles Mukherjee, Satyam Romero, Daniel M. Jones, Ben Uzzi, Brian The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot |
title | The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot |
title_full | The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot |
title_fullStr | The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot |
title_full_unstemmed | The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot |
title_short | The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot |
title_sort | nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: the hotspot |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397134/ https://www.ncbi.nlm.nih.gov/pubmed/28439537 http://dx.doi.org/10.1126/sciadv.1601315 |
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