IDEAS home Printed from https://ideas.repec.org/p/hhs/lucirc/2024_008.html
   My bibliography  Save this paper

A global patent dataset for the bioeconomy

Author

Listed:
  • Kriesch, Lukas

    (Justus Liebig University Giessen)

  • Losacker, Sebastian

    (Justus Liebig University Giessen)

Abstract

Many governments worldwide have proposed transitioning from a fossil-based economy to a bioeconomy to address climate change, resource depletion, and other environmental concerns. The bioeconomy utilizes renewable biological resources across all sectors and is strongly founded on scientific advances and technological progress. Given that the bioeconomy spans multiple sectors, industries, and technological fields, tracking it is challenging, and both policymakers and researchers lack a comprehensive understanding of the bioeconomy transition's progress. We aim to solve this problem by providing a dataset on patents, a commonly used indicator to study the development of novel knowledge and technological change, that identifies bioeconomy-related inventions. We leverage the advanced semantic understanding embedded in pre-trained transformer models to identify bioeconomy-related patents based on patent abstracts, and we use a topic modelling approach to identify several coherent technological fields within the corpus of bioeconomy patents. The dataset can be linked to other patent databases and therefore provides rich opportunities to study the technological knowledge base of the bioeconomy.

Suggested Citation

  • Kriesch, Lukas & Losacker, Sebastian, 2024. "A global patent dataset for the bioeconomy," Papers in Innovation Studies 2024/8, Lund University, CIRCLE - Centre for Innovation Research.
    • Handle: RePEc:hhs:lucirc:2024_008
    as

    Download full text from publisher

    File URL: https://wp.circle.lu.se/upload/CIRCLE/workingpapers/202408_kriesch.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Antonin Bergeaud & Cyril Verluise, 2022. "The rise of China's technological power: the perspective from frontier technologies," CEP Discussion Papers dp1876, Centre for Economic Performance, LSE.
    2. Fischer, Lennart & Losacker, Sebastian & Wydra, Sven, 2024. "National specialization and diversification in the bioeconomy: Insights from biobased technologies in chemical and pharmaceutical sectors," Technology in Society, Elsevier, vol. 76(C).
    3. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    4. Florian Seliger & Gaéran de Rassenfosse & Jan Kozak, 2019. "Geocoding of worldwide patent data," KOF Working papers 19-458, KOF Swiss Economic Institute, ETH Zurich.
    5. Alfred Kleinknecht & Kees Van Montfort & Erik Brouwer, 2002. "The Non-Trivial Choice between Innovation Indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(2), pages 109-121.
    6. Ronzon, Tévécia & Piotrowski, Stephan & M’Barek, Robert & Carus, Michael, 2017. "A systematic approach to understanding and quantifying the EU’s bioeconomy," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 6(1), May.
    7. Stefan Bringezu & Martin Distelkamp & Christian Lutz & Florian Wimmer & Rüdiger Schaldach & Klaus Josef Hennenberg & Hannes Böttcher & Vincent Egenolf, 2021. "Environmental and socioeconomic footprints of the German bioeconomy," Nature Sustainability, Nature, vol. 4(9), pages 775-783, September.
    8. Gaétan de Rassenfosse & Hélène Dernis & Geert Boedt, 2014. "An Introduction to the Patstat Database with Example Queries," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 47(3), pages 395-408, September.
    9. Dahlke, Johannes & Beck, Mathias & Kinne, Jan & Lenz, David & Dehghan, Robert & Wörter, Martin & Ebersberger, Bernd, 2024. "Epidemic effects in the diffusion of emerging digital technologies: evidence from artificial intelligence adoption," Research Policy, Elsevier, vol. 53(2).
    10. Lukas Kriesch & Sebastian Losacker, 2024. "Bioeconomy firms and where to find them," REGION, European Regional Science Association, vol. 11, pages 55-78.
    11. Nagaoka, Sadao & Motohashi, Kazuyuki & Goto, Akira, 2010. "Patent Statistics as an Innovation Indicator," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1083-1127, Elsevier.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jackie Krafft & Francesco Quatraro, 2011. "The Dynamics of Technological Knowledge: From Linearity to Recombination," Chapters, in: Cristiano Antonelli (ed.), Handbook on the Economic Complexity of Technological Change, chapter 7, Edward Elgar Publishing.
    2. Felix Bracht & Dennis Verhoeven, 2021. "Air pollution and innovation," CEP Discussion Papers dp1817, Centre for Economic Performance, LSE.
    3. Jackie Krafft & Francesco Quatraro, 2011. "The dynamics of technological knowledge," Post-Print halshs-00727633, HAL.
    4. Nicolas van Zeebroeck, 2011. "The puzzle of patent value indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(1), pages 33-62.
    5. Chakraborty, Atreya & Rzakhanov, Zaur & Sheikh, Shahbaz, 2014. "Antitakeover provisions, managerial entrenchment and firm innovation," Journal of Economics and Business, Elsevier, vol. 72(C), pages 30-43.
    6. Pfister, Curdin & Koomen, Miriam & Harhoff, Dietmar & Backes-Gellner, Uschi, 2021. "Regional innovation effects of applied research institutions," Research Policy, Elsevier, vol. 50(4).
    7. Martin Kalthaus, 2020. "Knowledge recombination along the technology life cycle," Journal of Evolutionary Economics, Springer, vol. 30(3), pages 643-704, July.
    8. Gianluca Baio & Laura Magazzini & Claudia Oglialoro & Fabio Pammolli & Massimo Riccaboni, 2005. "Medical Devices: Competitiveness and Impact on Public Health Expenditure," Working Papers CERM 05-2005, Competitività, Regole, Mercati (CERM).
    9. Gamba, Simona, 2017. "The Effect of Intellectual Property Rights on Domestic Innovation in the Pharmaceutical Sector," World Development, Elsevier, vol. 99(C), pages 15-27.
    10. Kristie Briggs & Mary Wade, 2014. "More is better: evidence that joint patenting leads to quality innovation," Applied Economics, Taylor & Francis Journals, vol. 46(35), pages 4370-4379, December.
    11. Kang, Byeongwoo & Bekkers, Rudi, 2022. "The determinants of parallel invention : Measuring the role of information sharing and personal interaction between inventors," IIR Working Paper 22-06, Institute of Innovation Research, Hitotsubashi University.
    12. Takashi Iino & Hiroyasu Inoue & Yukiko U. Saito & Yasuyuki Todo, 2021. "How does the global network of research collaboration affect the quality of innovation?," The Japanese Economic Review, Springer, vol. 72(1), pages 5-48, January.
    13. Wang, Fang, 2024. "Does the recombination of distant scientific knowledge generate valuable inventions? An analysis of pharmaceutical patents," Technovation, Elsevier, vol. 130(C).
    14. Lin, Jia & Wu, Ho-Mou & Wu, Howei, 2021. "Could government lead the way? Evaluation of China's patent subsidy policy on patent quality," China Economic Review, Elsevier, vol. 69(C).
    15. Fernández, Ana María & Ferrándiz, Esther & Medina, Jennifer, 2022. "The diffusion of energy technologies. Evidence from renewable, fossil, and nuclear energy patents," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    16. Satoshi Yasukawa & Shingo Kano, 2014. "Validating the usefulness of examiners’ forward citations from the viewpoint of applicants’ self-selection during the patent application procedure," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(3), pages 895-909, June.
    17. Zhang, Mao & Wang, Yiming & Zhao, Qifeng, 2020. "Does participating in the standards-setting process promote innovation? Evidence from China," China Economic Review, Elsevier, vol. 63(C).
    18. Massimiliano CODA-ZABETTA & Christian CHACUA & Francesco LISSONI & Ernest MIGUELEZ & Julio RAFFO & Deyun YIN, 2021. "The missing link: international migration in global clusters of innovation," Bordeaux Economics Working Papers 2021-02, Bordeaux School of Economics (BSE).
    19. Alessandra Scandura, 2013. "The role of scientific and market knowledge in the inventive process: evidence from a survey of industrial inventors," ERSA conference papers ersa13p128, European Regional Science Association.
    20. Martin, Ralf & Thomas, Catherine & Mohnen, Pierre & Verhoeven, Dennis & Guillard, Charlotte, 2021. "Efficient Industrial Policy for Innovation: Standing on the shoulders of Hidden Giants," CEPR Discussion Papers 16850, C.E.P.R. Discussion Papers.

    More about this item

    Keywords

    Patents; Bioeconomy; Natural Language Processing; Innovation;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hhs:lucirc:2024_008. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Torben Schubert (email available below). General contact details of provider: https://edirc.repec.org/data/circlse.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.