Knowledge production in technological innovation system: A comprehensive evaluation using a multi-criteria framework based on patent data—a case study on hydrogen storage
Knowledge production activity is central within a technological innovation system. The number of patent applications is commonly used to evaluate this activity. However, it is subject to bias and inaccurate evaluations can occur. This article proposes a multi-criteria framework based on seven comple...
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| Published in | World patent information Vol. 80; p. 102337 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.03.2025
Elsevier |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0172-2190 |
| DOI | 10.1016/j.wpi.2025.102337 |
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| Abstract | Knowledge production activity is central within a technological innovation system. The number of patent applications is commonly used to evaluate this activity. However, it is subject to bias and inaccurate evaluations can occur. This article proposes a multi-criteria framework based on seven complementary patent indicators, taking into account the persistence, commitment, and coherence of knowledge production activities for a more comprehensive evaluation. We demonstrate the value of our proposal through a case study on hydrogen storage, comparing patent data since 2000 about three technological solutions: physical, chemical and adsorption technologies. Our framework clearly shows that physical hydrogen storage is the most advanced in terms of knowledge production, despite not having the highest number of patent applications.
•We propose a multicriteria framework from patent data for a comprehensive evaluation of knowledge production activity.•Three criteria are proposed: commitment, persistence, and coherence.•Physical, chemical and absorption solutions for hydrogen storage are evaluated according to this framework.•The analysis shows the weakness of the knowledge production activity, except for physical solution. |
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| AbstractList | Knowledge production activity is central within a technological innovation system. The number of patent applications is commonly used to evaluate this activity. However, it is subject to bias and inaccurate evaluations can occur. This article proposes a multi-criteria framework based on seven complementary patent indicators, taking into account the persistence, commitment, and coherence of knowledge production activities for a more comprehensive evaluation. We demonstrate the value of our proposal through a case study on hydrogen storage, comparing patent data since 2000 about three technological solutions: physical, chemical and adsorption technologies. Our framework clearly shows that physical hydrogen storage is the most advanced in terms of knowledge production, despite not having the highest number of patent applications. Knowledge production activity is central within a technological innovation system. The number of patent applications is commonly used to evaluate this activity. However, it is subject to bias and inaccurate evaluations can occur. This article proposes a multi-criteria framework based on seven complementary patent indicators, taking into account the persistence, commitment, and coherence of knowledge production activities for a more comprehensive evaluation. We demonstrate the value of our proposal through a case study on hydrogen storage, comparing patent data since 2000 about three technological solutions: physical, chemical and adsorption technologies. Our framework clearly shows that physical hydrogen storage is the most advanced in terms of knowledge production, despite not having the highest number of patent applications. •We propose a multicriteria framework from patent data for a comprehensive evaluation of knowledge production activity.•Three criteria are proposed: commitment, persistence, and coherence.•Physical, chemical and absorption solutions for hydrogen storage are evaluated according to this framework.•The analysis shows the weakness of the knowledge production activity, except for physical solution. |
| ArticleNumber | 102337 |
| Author | Flamand, Marina Miollan, Stéphane Frigant, Vincent |
| Author_xml | – sequence: 1 givenname: Marina orcidid: 0000-0002-5192-1657 surname: Flamand fullname: Flamand, Marina email: Marina.flamand@u-bordeaux.fr organization: VIA INNO, Univ. Bordeaux, CNRS, INRAE, BSE, UMR 6060, UMR 1441, F-33600, Pessac, France – sequence: 2 givenname: Vincent surname: Frigant fullname: Frigant, Vincent organization: Univ. Bordeaux, CNRS, INRAE, BSE, UMR 6060, UMR 1441, F-33600, Pessac, France – sequence: 3 givenname: Stéphane surname: Miollan fullname: Miollan, Stéphane organization: VIA INNO, Univ. Bordeaux, CNRS, INRAE, BSE, UMR 6060, UMR 1441, F-33600, Pessac, France |
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| Keywords | Patent Multi-criteria Metrics Technological innovation system Hydrogen storage technologies Knowledge production |
| Language | English |
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