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Technological innovation and supply of critical metals: A perspective of industrial chains

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  • Song, Yi
  • Zhang, Zhouyi
  • Zhang, Yijun
  • Cheng, Jinhua

Abstract

Critical metal supply includes the mining, smelting and the recovery of secondary resources, in which technological innovation plays an important role. However, there is a lack of empirical research on it. From the perspective of industrial chains, this article divides the critical metal supply into two stages: mining & beneficiation and smelting & recycling, and respectively discusses the effects of technological innovation on supply of critical metals. Then heterogeneity analyses among 11 kinds of metals are performed, and the industry development scale is considered to explore the influence path. The results indicate that: (1) the effects of technological innovation on critical metal supply show inverted U-shaped relationships in the mining & beneficiation stage; Gallium reaches the inverted U turning point faster than others, while the inverted U-shaped relationship does not hold for cobalt, nickel and platinum group metals. (2) The effects in the smelting & recycling stage are linear promoting; the effect on tin supply is the most significant, while on aluminum supply is negative. (3) Technological innovation can improve supply of critical metals by expanding the scale of metallurgical industry, which is called technological scale effect. A series of robustness tests and further analyses prove the above results valid.

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  • Song, Yi & Zhang, Zhouyi & Zhang, Yijun & Cheng, Jinhua, 2022. "Technological innovation and supply of critical metals: A perspective of industrial chains," Resources Policy, Elsevier, vol. 79(C).
    • Handle: RePEc:eee:jrpoli:v:79:y:2022:i:c:s0301420722005876
    DOI: 10.1016/j.resourpol.2022.103144
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    as
    1. James West, 2011. "Decreasing Metal Ore Grades," Journal of Industrial Ecology, Yale University, vol. 15(2), pages 165-168, April.
    2. Saleem H. Ali & Damien Giurco & Nicholas Arndt & Edmund Nickless & Graham Brown & Alecos Demetriades & Ray Durrheim & Maria Amélia Enriquez & Judith Kinnaird & Anna Littleboy & Lawrence D. Meinert & R, 2017. "Mineral supply for sustainable development requires resource governance," Nature, Nature, vol. 543(7645), pages 367-372, March.
    3. Olivier Vidal & Fatma Rostom & Cyril François & Gael Giraud, 2017. "Global Trends in Metal Consumption and Supply: The Raw Material–Energy Nexus," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03903919, HAL.
    4. Northey, S. & Mohr, S. & Mudd, G.M. & Weng, Z. & Giurco, D., 2014. "Modelling future copper ore grade decline based on a detailed assessment of copper resources and mining," Resources, Conservation & Recycling, Elsevier, vol. 83(C), pages 190-201.
    5. Pérez-Rincón, Mario & Vargas-Morales, Julieth & Martinez-Alier, Joan, 2019. "Mapping and Analyzing Ecological Distribution Conflicts in Andean Countries," Ecological Economics, Elsevier, vol. 157(C), pages 80-91.
    6. Meshram, Pratima & Pandey, B.D. & Abhilash,, 2019. "Perspective of availability and sustainable recycling prospects of metals in rechargeable batteries – A resource overview," Resources Policy, Elsevier, vol. 60(C), pages 9-22.
    7. Song, Yi & Zhang, Yangxueying & Zhang, Yijun, 2022. "Economic and environmental influences of resource tax: Firm-level evidence from China," Resources Policy, Elsevier, vol. 77(C).
    8. Chen, Jinyu & Zhu, Xuehong & Zhong, Meirui, 2019. "Nonlinear effects of financial factors on fluctuations in nonferrous metals prices: A Markov-switching VAR analysis," Resources Policy, Elsevier, vol. 61(C), pages 489-500.
    9. Zhang, Yijun & Song, Yi, 2022. "Tax rebates, technological innovation and sustainable development: Evidence from Chinese micro-level data," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    10. Yaksic, Andrés & Tilton, John E., 2009. "Using the cumulative availability curve to assess the threat of mineral depletion: The case of lithium," Resources Policy, Elsevier, vol. 34(4), pages 185-194, December.
    11. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    12. Davidsson, Simon & Höök, Mikael, 2017. "Material requirements and availability for multi-terawatt deployment of photovoltaics," Energy Policy, Elsevier, vol. 108(C), pages 574-582.
    13. Tovar, Beatriz & Javier Ramos-Real, Francisco & de Almeida, Edmar Fagundes, 2011. "Firm size and productivity. Evidence from the electricity distribution industry in Brazil," Energy Policy, Elsevier, vol. 39(2), pages 826-833, February.
    14. Sam Mitra, 2019. "Depletion, technology, and productivity growth in the metallic minerals industry," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 32(1), pages 19-37, April.
    15. Millot, Ariane & Maïzi, Nadia, 2021. "From open-loop energy revolutions to closed-loop transition: What drives carbon neutrality?," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    16. Elshkaki, Ayman & Graedel, T.E., 2014. "Dysprosium, the balance problem, and wind power technology," Applied Energy, Elsevier, vol. 136(C), pages 548-559.
    17. Andrew Sharpe & Celeste Bradley, 2009. "A Detailed Analysis of the Productivity Performance of Mining in Canada," CSLS Research Reports 2009-07, Centre for the Study of Living Standards.
    18. John Ryter & Xinkai Fu & Karan Bhuwalka & Richard Roth & Elsa Olivetti, 2022. "Assessing recycling, displacement, and environmental impacts using an economics‐informed material system model," Journal of Industrial Ecology, Yale University, vol. 26(3), pages 1010-1024, June.
    19. Song, Yi & Cheng, Jinhua & Zhang, Yijun & Dai, Tao & Huang, Jianbai, 2021. "Direct and indirect effects of heterogeneous technical change on metal consumption intensity: Evidence from G7 and BRICS countries," Resources Policy, Elsevier, vol. 71(C).
    20. Jones, Ben & Elliott, Robert J.R. & Nguyen-Tien, Viet, 2020. "The EV revolution: The road ahead for critical raw materials demand," Applied Energy, Elsevier, vol. 280(C).
    21. Liang, Yanan & Kleijn, René & Tukker, Arnold & van der Voet, Ester, 2022. "Material requirements for low-carbon energy technologies: A quantitative review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    22. Yu, Biying & Zhao, Zihao & Zhang, Shuai & An, Runying & Chen, Jingming & Li, Ru & Zhao, Guangpu, 2021. "Technological development pathway for a low-carbon primary aluminum industry in China," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    23. He, Rui-fang & Zhong, Mei-rui & Huang, Jian-bai, 2021. "The dynamic effects of renewable-energy and fossil-fuel technological progress on metal consumption in the electric power industry," Resources Policy, Elsevier, vol. 71(C).
    24. Sun, Honghang & Zhi, Qiang & Wang, Yibo & Yao, Qiang & Su, Jun, 2014. "China’s solar photovoltaic industry development: The status quo, problems and approaches," Applied Energy, Elsevier, vol. 118(C), pages 221-230.
    25. Lenzen, Manfred & Murray, Shauna A., 2001. "A modified ecological footprint method and its application to Australia," Ecological Economics, Elsevier, vol. 37(2), pages 229-255, May.
    26. Grandell, Leena & Lehtilä, Antti & Kivinen, Mari & Koljonen, Tiina & Kihlman, Susanna & Lauri, Laura S., 2016. "Role of critical metals in the future markets of clean energy technologies," Renewable Energy, Elsevier, vol. 95(C), pages 53-62.
    27. Upstill, Garrett & Hall, Peter, 2006. "Innovation in the minerals industry: Australia in a global context," Resources Policy, Elsevier, vol. 31(3), pages 137-145, September.
    28. Vakulchuk, Roman & Overland, Indra & Scholten, Daniel, 2020. "Renewable energy and geopolitics: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 122(C).
    29. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    30. Longwu Liang & Zhen Bo Wang & Dong Luo & Ying Wei & Jingwen Sun, 2020. "Synergy effects and it’s influencing factors of China’s high technological innovation and regional economy," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-25, May.
    31. Olivier Vidal & Fatma Rostom & Cyril François & Gael Giraud, 2017. "Global Trends in Metal Consumption and Supply: The Raw Material–Energy Nexus," Post-Print hal-03903919, HAL.
    32. Fernandez, Viviana, 2022. "Innovative intensity in the mining industry: Evidence from patent families," Resources Policy, Elsevier, vol. 78(C).
    33. Conde, Marta, 2017. "Resistance to Mining. A Review," Ecological Economics, Elsevier, vol. 132(C), pages 80-90.
    34. Sergey Zhironkin & Dawid Szurgacz, 2021. "Mining Technologies Innovative Development: Economic and Sustainable Outlook," Energies, MDPI, vol. 14(24), pages 1-9, December.
    35. Jair Santillán‐Saldivar & Tobias Gaugler & Christoph Helbig & Andreas Rathgeber & Guido Sonnemann & Andrea Thorenz & Axel Tuma, 2021. "Design of an endpoint indicator for mineral resource supply risks in life cycle sustainability assessment: The case of Li‐ion batteries," Journal of Industrial Ecology, Yale University, vol. 25(4), pages 1051-1062, August.
    36. Li, Hai-ling & Zhu, Xue-hong & Chen, Jin-yu & Jiang, Fei-tao, 2019. "Environmental regulations, environmental governance efficiency and the green transformation of China's iron and steel enterprises," Ecological Economics, Elsevier, vol. 165(C), pages 1-1.
    37. Sverdrup, Harald U. & Ragnarsdottir, Kristin Vala, 2016. "A system dynamics model for platinum group metal supply, market price, depletion of extractable amounts, ore grade, recycling and stocks-in-use," Resources, Conservation & Recycling, Elsevier, vol. 114(C), pages 130-152.
    38. Carina Harpprecht & Lauran van Oers & Stephen A. Northey & Yongxiang Yang & Bernhard Steubing, 2021. "Environmental impacts of key metals' supply and low‐carbon technologies are likely to decrease in the future," Journal of Industrial Ecology, Yale University, vol. 25(6), pages 1543-1559, December.
    39. Bongers, Anelí & Casas, Pablo, 2022. "The circular economy and the optimal recycling rate: A macroeconomic approach," Ecological Economics, Elsevier, vol. 199(C).
    40. Saleem H. Ali & Damien Giurco & Nicholas Arndt & Edmund Nickless & Graham Brown & Alecos Demetriades & Ray Durrheim & Maria Amélia Enriquez & Judith Kinnaird & Anna Littleboy & Lawrence D. Meinert & R, 2017. "Correction: Corrigendum: Mineral supply for sustainable development requires resource governance," Nature, Nature, vol. 547(7662), pages 246-246, July.
    41. Kumar, Sanjay & Kumar, Rakesh & Bandopadhyay, Amitava, 2006. "Innovative methodologies for the utilisation of wastes from metallurgical and allied industries," Resources, Conservation & Recycling, Elsevier, vol. 48(4), pages 301-314.
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