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The material basis of modern technologies. A case study on rare metals

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  • Li, George Yunxiong
  • Ascani, Andrea
  • Iammarino, Simona

Abstract

Scientific progress in many technologies exploits new materials. The unique properties of a wide range of Rare Metals (RMs) make them key inputs to achieve the functionality of emerging technologies. The speed of technological progress can therefore be influenced by the availability of necessary RM materials. This paper discusses these relations and provides a first exploratory empirical analysis of the link between critical raw materials and frontier technological innovation. By text mining 5,146,615 USPTO patents during the period 1976–2015, we explore the dependence of new inventions of 13 key RMs, finding that the latter play an increasingly important role as the material basis of modern technologies: in the four decades observed, more than 1/10 patents rely on at least one RM. This dependence increases significantly over time and is particularly high for emerging technologies such as semiconductors, nanotechnology, and green energy. Further, we adopt a panel of 5644 technology subgroup-RM pairs to explore the impact of variations in RM supply. The results show that, controlling for science & technology push and demand-pull factors, innovation in RM-based technologies is positively associated with its supply conditions, contributing to the understanding of the shifts of critical materials' use in frontier technologies.

Suggested Citation

  • Li, George Yunxiong & Ascani, Andrea & Iammarino, Simona, 2023. "The material basis of modern technologies. A case study on rare metals," LSE Research Online Documents on Economics 121429, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:121429
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    Cited by:

    1. Francesco de Cunzo & Aurelio Patelli & Angelica Sbardella & Andrea Tacchella, 2025. "The Functional Role of Critical Raw Materials in Technological Innovation," Papers in Evolutionary Economic Geography (PEEG) 2516, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2025.
    2. Bastianin, Andrea & Del Bo, Chiara F. & Shamsudin, Luqman, "undated". "The geography of mining and its environmental impact in Europe," FEEM Working Papers 352147, Fondazione Eni Enrico Mattei (FEEM).
    3. Manera, Maria & Quatraro, Francesco & Spinazzola, Matteo & Tomas-Porres, Josep, 2025. "Price shocks, exposure to critical raw materials and innovation," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202507, University of Turin.
    4. Beatrice Negro & Giovanni Dosi & Maria Enrica Virgillito, 2024. "The hydrogen paradigms. Technologies, country patterns of specialisation and dependence," LEM Papers Series 2024/33, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    5. Ron Boschma & Rune Dahl Fitjar & Elisa Giuliani & Simona Iammarino, 2025. "Unseen costs: the inequities of the geography of innovation," Regional Studies, Taylor & Francis Journals, vol. 59(1), pages 2445594-244, December.
    6. 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.
    7. George Yunxiong Li & Simona Iammarino, 2024. "Critical Raw Materials and Renewable Energy Transition: The Role of Domestic Supply," Discussion Paper series in Regional Science & Economic Geography 2024-04, Gran Sasso Science Institute, Social Sciences, revised Oct 2024.
    8. Gong, Huiwen & Andersen, Allan Dahl, 2024. "The role of material resources for rapid technology diffusion in net-zero transitions: Insights from EV lithium-ion battery Technological Innovation System in China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    9. Glückler, Johannes & Gutiérrez, Denise, 2025. "Social license to operate: an institutional critique and research framework," Resources Policy, Elsevier, vol. 107(C).
    10. Valverde-Carbonell, Jorge & Pietrobelli, Carlo & Menéndez, María de las Mercedes, 2024. "Minerals’ criticality and countries' mining competitiveness: Two faces of the same coin," Resources Policy, Elsevier, vol. 98(C).
    11. Carolina Castaldi, 2025. "Mapping innovation in space," Papers in Evolutionary Economic Geography (PEEG) 2505, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2025.
    12. Menéndez de Medina, Maria, 2024. "Twin transition trade based on multi-dimensional economic complexity," MERIT Working Papers 2024-032, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    13. Compagnoni, Marco & Santini, Erica, 2025. "The evolution of the EU electronics market and its impact on direct material consumption: Lessons from the past," Ecological Economics, Elsevier, vol. 235(C).
    14. Priore, Riccardo & Compagnoni, Marco & Favot, Marinella, 2025. "Innovation in rare earths recycling: A quantitative and qualitative analysis of patent data," Resources Policy, Elsevier, vol. 102(C).
    15. Andrea Bastianin & Chiara F. Del Bo & Luqman Shamsudin, 2025. "The geography of mining and its environmental impact in Europe," Working Papers 2025.08, Fondazione Eni Enrico Mattei.

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    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q31 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Demand and Supply; Prices

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