IDEAS home Printed from https://ideas.repec.org/p/ipt/iptwpa/jrc141261.html
   My bibliography  Save this paper

The exposure of EU inventive efforts to critical raw materials: evidence from an AI based patent indicator

Author

Listed:

Abstract

Reducing uncertainty around critical raw materials (CRM) supply is a policy priority for the EU in view of their role for advanced carbon neutral and digital technologies. A new, AI based indicator is introduced to measure the exposure of inventive activities to critical raw materials, outperforming existing approaches by identifying CRM relevance even when not immediately evident. High exposure sectors, such as aerospace & defence and ICT services, intensify inventive efforts in response to CRM supply risk, indicating strategic shifts towards substitution and diversification. European regions differ significantly in CRM exposure: some areas (e.g. parts of France, Germany, Italy, and Scandinavia) show con-siderable hidden CRM based inventive activity. Firms in CRM exposed sectors adapt by both increasing their inventive efforts and seeking alternative inventive routes, suggesting that innovation can mitigate supply risk vulnerabilities.

Suggested Citation

  • Fusillo Fabrizio & Manera Maria & Orsatti Gianluca & Quatraro Francesco & Rentocchini Francesco, 2025. "The exposure of EU inventive efforts to critical raw materials: evidence from an AI based patent indicator," JRC Research Reports JRC141261, Joint Research Centre.
    • Handle: RePEc:ipt:iptwpa:jrc141261
    as

    Download full text from publisher

    File URL: https://publications.jrc.ec.europa.eu/repository/handle/JRC141261
    Download Restriction: no
    ---><---

    More about this item

    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:ipt:iptwpa:jrc141261. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Publication Officer (email available below). General contact details of provider: https://edirc.repec.org/data/ipjrces.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.