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The dynamic effects of renewable-energy and fossil-fuel technological progress on metal consumption in the electric power industry

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  • He, Rui-fang
  • Zhong, Mei-rui
  • Huang, Jian-bai

Abstract

This paper used the systematic generalised method of moments (SYS-GMM) to investigate the dynamic heterogeneous effects of renewable-energy technological progress (RETP) and fossil-fuel technological progress (FFTP) on the consumption of 10 metal materials from 1996 to 2016. The findings indicate strong evidence that the technological progress of the electric power industry exhibits a strong metal consumption effect. Specifically, both RETP and FFTP significantly increase the consumption of base metals such as iron, chromium, aluminium, copper, lead, nickel and zinc, while the consumption of critical metals such as indium, neodymium and dysprosium is mainly due to RETP. Additionally, we also found that RETP is the main contributor to metal consumption in the electric power industry in countries dominated by fossil fuel electric power generation. In contrast, in the group of countries dominated by renewable energy electric power generation, RETP and FFTP work together to increase the consumption of metal materials. The dynamic heterogeneous consumption effects of different types of technological progress on different types of metals in the electric power industry provide effective policy support for national low-carbon electric power supply and metal mineral resource security strategies.

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  • 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).
    • Handle: RePEc:eee:jrpoli:v:71:y:2021:i:c:s0301420721000027
    DOI: 10.1016/j.resourpol.2021.101985
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    as
    1. repec:hal:spmain:info:hdl:2441/jff6fcqc8e6bbhnlvps4rou6 is not listed on IDEAS
    2. Valero, Alicia & Valero, Antonio & Calvo, Guiomar & Ortego, Abel, 2018. "Material bottlenecks in the future development of green technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 178-200.
    3. Månberger, André & Stenqvist, Björn, 2018. "Global metal flows in the renewable energy transition: Exploring the effects of substitutes, technological mix and development," Energy Policy, Elsevier, vol. 119(C), pages 226-241.
    4. Wang, Zhaohua & Yang, Zhongmin & Zhang, Yixiang & Yin, Jianhua, 2012. "Energy technology patents–CO2 emissions nexus: An empirical analysis from China," Energy Policy, Elsevier, vol. 42(C), pages 248-260.
    5. Arent, Doug & Pless, Jacquelyn & Mai, Trieu & Wiser, Ryan & Hand, Maureen & Baldwin, Sam & Heath, Garvin & Macknick, Jordan & Bazilian, Morgan & Schlosser, Adam & Denholm, Paul, 2014. "Implications of high renewable electricity penetration in the U.S. for water use, greenhouse gas emissions, land-use, and materials supply," Applied Energy, Elsevier, vol. 123(C), pages 368-377.
    6. Kim, Junbeum & Guillaume, Bertrand & Chung, Jinwook & Hwang, Yongwoo, 2015. "Critical and precious materials consumption and requirement in wind energy system in the EU 27," Applied Energy, Elsevier, vol. 139(C), pages 327-334.
    7. Vasilis Sarafidis & Donald Robertson, 2009. "On the impact of error cross-sectional dependence in short dynamic panel estimation," Econometrics Journal, Royal Economic Society, vol. 12(1), pages 62-81, March.
    8. Hille, Erik & Althammer, Wilhelm & Diederich, Henning, 2020. "Environmental regulation and innovation in renewable energy technologies: Does the policy instrument matter?," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    9. Fizaine, Florian & Court, Victor, 2015. "Renewable electricity producing technologies and metal depletion: A sensitivity analysis using the EROI," Ecological Economics, Elsevier, vol. 110(C), pages 106-118.
    10. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    11. Stuermer, Martin, 2017. "Industrialization and the demand for mineral commodities," Journal of International Money and Finance, Elsevier, vol. 76(C), pages 16-27.
    12. Pfaff, Matthias & Sartorius, Christian, 2015. "Economy-wide rebound effects for non-energetic raw materials," Ecological Economics, Elsevier, vol. 118(C), pages 132-139.
    13. Kleijn, René & van der Voet, Ester & Kramer, Gert Jan & van Oers, Lauran & van der Giesen, Coen, 2011. "Metal requirements of low-carbon power generation," Energy, Elsevier, vol. 36(9), pages 5640-5648.
    14. Verdolini, Elena & Vona, Francesco & Popp, David, 2018. "Bridging the gap: Do fast-reacting fossil technologies facilitate renewable energy diffusion?," Energy Policy, Elsevier, vol. 116(C), pages 242-256.
    15. Evans, Mark & Lewis, Andrew C., 2005. "Dynamic metals demand model," Resources Policy, Elsevier, vol. 30(1), pages 55-69, March.
    16. Elshkaki, Ayman & Shen, Lei, 2019. "Energy-material nexus: The impacts of national and international energy scenarios on critical metals use in China up to 2050 and their global implications," Energy, Elsevier, vol. 180(C), pages 903-917.
    17. An, Hui & Xu, Jianjun & Ma, Xuejiao, 2020. "Does technological progress and industrial structure reduce electricity consumption? Evidence from spatial and heterogeneity analysis," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 206-220.
    18. Jasiński, Dominik & Cinelli, Marco & Dias, Luis C. & Meredith, James & Kirwan, Kerry, 2018. "Assessing supply risks for non-fossil mineral resources via multi-criteria decision analysis," Resources Policy, Elsevier, vol. 58(C), pages 150-158.
    19. Albino, Vito & Ardito, Lorenzo & Dangelico, Rosa Maria & Messeni Petruzzelli, Antonio, 2014. "Understanding the development trends of low-carbon energy technologies: A patent analysis," Applied Energy, Elsevier, vol. 135(C), pages 836-854.
    20. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    21. Fernandez, Viviana, 2018. "Price and income elasticity of demand for mineral commodities," Resources Policy, Elsevier, vol. 59(C), pages 160-183.
    22. T. E. Graedel & Julian Allwood & Jean‐Pierre Birat & Matthias Buchert & Christian Hagelüken & Barbara K. Reck & Scott F. Sibley & Guido Sonnemann, 2011. "What Do We Know About Metal Recycling Rates?," Journal of Industrial Ecology, Yale University, vol. 15(3), pages 355-366, June.
    23. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    24. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    25. Ciarreta, A. & Zarraga, A., 2010. "Economic growth-electricity consumption causality in 12 European countries: A dynamic panel data approach," Energy Policy, Elsevier, vol. 38(7), pages 3790-3796, July.
    26. Lanzi, Elisa & Verdolini, Elena & Haščič, Ivan, 2011. "Efficiency-improving fossil fuel technologies for electricity generation: Data selection and trends," Energy Policy, Elsevier, vol. 39(11), pages 7000-7014.
    27. Helbig, Christoph & Wietschel, Lars & Thorenz, Andrea & Tuma, Axel, 2016. "How to evaluate raw material vulnerability - An overview," Resources Policy, Elsevier, vol. 48(C), pages 13-24.
    28. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    29. Ashkenazi, Dana, 2019. "How aluminum changed the world: A metallurgical revolution through technological and cultural perspectives," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 101-113.
    30. 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).
    31. Song, Yi & Huang, Jianbai & Zhang, Yijun & Wang, Zhiping, 2019. "Drivers of metal consumption in China: An input-output structural decomposition analysis," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    32. Figuerola-Ferretti, Isabel & Gilbert, Christopher L., 2001. "Price variability and marketing method in non-ferrous metals: : Slade's analysis revisited," Resources Policy, Elsevier, vol. 27(3), pages 169-177, September.
    33. Florian Fizaine & Victor Court, 2015. "Renewable electricity producing technologies and metal depletion: a sensitivity analysis using the EROI," Post-Print halshs-01227860, HAL.
    34. 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.
    35. Fernandez, Viviana, 2018. "Mineral commodity consumption and intensity of use re-assessed," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 1-18.
    36. Pettinau, Alberto & Ferrara, Francesca & Tola, Vittorio & Cau, Giorgio, 2017. "Techno-economic comparison between different technologies for CO2-free power generation from coal," Applied Energy, Elsevier, vol. 193(C), pages 426-439.
    37. Beylot, Antoine & Villeneuve, Jacques, 2015. "Assessing the national economic importance of metals: An Input–Output approach to the case of copper in France," Resources Policy, Elsevier, vol. 44(C), pages 161-165.
    38. Isabel Figuerola-Ferretti & Christopher L. Gilbert, 2001. "Price Variability and Marketing Method in the Non-Ferrous Metals Industry," Working Papers 431, Queen Mary University of London, School of Economics and Finance.
    39. Nassar, Nedal T. & Wilburn, David R. & Goonan, Thomas G., 2016. "Byproduct metal requirements for U.S. wind and solar photovoltaic electricity generation up to the year 2040 under various Clean Power Plan scenarios," Applied Energy, Elsevier, vol. 183(C), pages 1209-1226.
    40. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    Full references (including those not matched with items on IDEAS)

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