Cargando…
Technology networks: the autocatalytic origins of innovation
We analyse the autocatalytic structure of technological networks and evaluate its significance for the dynamics of innovation patenting. To this aim, we define a directed network of technological fields based on the International Patents Classification, in which a source node is connected to a recei...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030307/ https://www.ncbi.nlm.nih.gov/pubmed/30110482 http://dx.doi.org/10.1098/rsos.172445 |
_version_ | 1783337122667692032 |
---|---|
author | Napolitano, Lorenzo Evangelou, Evangelos Pugliese, Emanuele Zeppini, Paolo Room, Graham |
author_facet | Napolitano, Lorenzo Evangelou, Evangelos Pugliese, Emanuele Zeppini, Paolo Room, Graham |
author_sort | Napolitano, Lorenzo |
collection | PubMed |
description | We analyse the autocatalytic structure of technological networks and evaluate its significance for the dynamics of innovation patenting. To this aim, we define a directed network of technological fields based on the International Patents Classification, in which a source node is connected to a receiver node via a link if patenting activity in the source field anticipates patents in the receiver field in the same region more frequently than we would expect at random. We show that the evolution of the technology network is compatible with the presence of a growing autocatalytic structure, i.e. a portion of the network in which technological fields mutually benefit from being connected to one another. We further show that technological fields in the core of the autocatalytic set display greater fitness, i.e. they tend to appear in a greater number of patents, thus suggesting the presence of positive spillovers as well as positive reinforcement. Finally, we observe that core shifts take place whereby different groups of technology fields alternate within the autocatalytic structure; this points to the importance of recombinant innovation taking place between close as well as distant fields of the hierarchical classification of technological fields. |
format | Online Article Text |
id | pubmed-6030307 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-60303072018-07-17 Technology networks: the autocatalytic origins of innovation Napolitano, Lorenzo Evangelou, Evangelos Pugliese, Emanuele Zeppini, Paolo Room, Graham R Soc Open Sci Mathematics We analyse the autocatalytic structure of technological networks and evaluate its significance for the dynamics of innovation patenting. To this aim, we define a directed network of technological fields based on the International Patents Classification, in which a source node is connected to a receiver node via a link if patenting activity in the source field anticipates patents in the receiver field in the same region more frequently than we would expect at random. We show that the evolution of the technology network is compatible with the presence of a growing autocatalytic structure, i.e. a portion of the network in which technological fields mutually benefit from being connected to one another. We further show that technological fields in the core of the autocatalytic set display greater fitness, i.e. they tend to appear in a greater number of patents, thus suggesting the presence of positive spillovers as well as positive reinforcement. Finally, we observe that core shifts take place whereby different groups of technology fields alternate within the autocatalytic structure; this points to the importance of recombinant innovation taking place between close as well as distant fields of the hierarchical classification of technological fields. The Royal Society Publishing 2018-06-27 /pmc/articles/PMC6030307/ /pubmed/30110482 http://dx.doi.org/10.1098/rsos.172445 Text en © 2018 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Mathematics Napolitano, Lorenzo Evangelou, Evangelos Pugliese, Emanuele Zeppini, Paolo Room, Graham Technology networks: the autocatalytic origins of innovation |
title | Technology networks: the autocatalytic origins of innovation |
title_full | Technology networks: the autocatalytic origins of innovation |
title_fullStr | Technology networks: the autocatalytic origins of innovation |
title_full_unstemmed | Technology networks: the autocatalytic origins of innovation |
title_short | Technology networks: the autocatalytic origins of innovation |
title_sort | technology networks: the autocatalytic origins of innovation |
topic | Mathematics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030307/ https://www.ncbi.nlm.nih.gov/pubmed/30110482 http://dx.doi.org/10.1098/rsos.172445 |
work_keys_str_mv | AT napolitanolorenzo technologynetworkstheautocatalyticoriginsofinnovation AT evangelouevangelos technologynetworkstheautocatalyticoriginsofinnovation AT puglieseemanuele technologynetworkstheautocatalyticoriginsofinnovation AT zeppinipaolo technologynetworkstheautocatalyticoriginsofinnovation AT roomgraham technologynetworkstheautocatalyticoriginsofinnovation |