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Assessing recycling, displacement, and environmental impacts using an economics‐informed material system model

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  • John Ryter
  • Xinkai Fu
  • Karan Bhuwalka
  • Richard Roth
  • Elsa Olivetti

Abstract

Material production drives an increasingly large fraction of CO2‐equivalent emissions. Material efficiency strategies such as recycling serve to reduce these emissions. Current analyses of the effectiveness of such strategies do not include economically induced rebound effects, overestimating the associated environmental benefits. We present a dynamic supply chain simulation model for copper through 2040 incorporating inventory‐driven price evolution, dynamic material flow analysis, and life cycle assessment alongside mine‐level economic evaluation of opening, closing, and production decisions. We show that permanent increases in recycling displace ∼0.5 kilotonnes mine production per kilotonne increase in scrap supply on average, while short‐lived recycling policies can lead to increased mine production. We find evidence for supply chain evolution pathways minimizing the rebound effect and maximizing displacement of primary material, where increasing refined copper and concentrate prices and decreasing demand serve to decrease mining. However, even in best‐case scrap supply scenarios, CO2e emissions from the copper sector increase 25% by 2040 relative to 2018 due to demand growth, ore grade decline, and lower displacement among large scrap supply changes. With implementation of best available technologies across all supply chain components, we estimated 2040 CO2e emissions 10% below those of 2018 are possible, though still well short of 2°C emissions targets. We find increasing mine taxes and royalties, reclamation costs, and exploration costs further increase displacement, as does the inclusion of scrap prices on major futures exchanges. These results highlight the importance of considering the economics of the entire material supply chain when implementing material efficiency strategies. This article met the requirements for a Gold‐Gold JIE data openness badge described at http://jie.click/badges.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:inecol:v:26:y:2022:i:3:p:1010-1024
    DOI: 10.1111/jiec.13239
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    1. Angus, A. & Casado, M. Rivas & Fitzsimons, D., 2012. "Exploring the usefulness of a simple linear regression model for understanding price movements of selected recycled materials in the UK," Resources, Conservation & Recycling, Elsevier, vol. 60(C), pages 10-19.
    2. Gondia Sokhna Seck & Emmanuel Hache & Clement Bonnet & Marine Simoën & Samuel Carcanague, 2020. "Copper at the crossroads : Assessment of the interactions between low-carbon energy transition and supply limitations," Post-Print hal-03118509, HAL.
    3. Harmsen, J.H.M. & Roes, A.L. & Patel, M.K., 2013. "The impact of copper scarcity on the efficiency of 2050 global renewable energy scenarios," Energy, Elsevier, vol. 50(C), pages 62-73.
    4. Radetzki, Marian, 2009. "Seven thousand years in the service of humanity--the history of copper, the red metal," Resources Policy, Elsevier, vol. 34(4), pages 176-184, December.
    5. Trevor Zink & Roland Geyer & Richard Startz, 2016. "A Market-Based Framework for Quantifying Displaced Production from Recycling or Reuse," Journal of Industrial Ecology, Yale University, vol. 20(4), pages 719-729, August.
    6. Söderholm, Patrik & Tilton, John E., 2012. "Material efficiency: An economic perspective," Resources, Conservation & Recycling, Elsevier, vol. 61(C), pages 75-82.
    7. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    8. Svedberg, Peter & Tilton, John E., 2006. "The real, real price of nonrenewable resources: copper 1870-2000," World Development, Elsevier, vol. 34(3), pages 501-519, March.
    9. Kenneth Gillingham & David Rapson & Gernot Wagner, 2016. "The Rebound Effect and Energy Efficiency Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 68-88.
    10. Miranda R. Gorman & David A. Dzombak, 2019. "An Assessment of the Environmental Sustainability and Circularity of Future Scenarios of the Copper Life Cycle in the U.S," Sustainability, MDPI, vol. 11(20), pages 1-21, October.
    11. Turnovsky, Stephen J, 1983. "The Determination of Spot and Futures Prices with Storable Commodities," Econometrica, Econometric Society, vol. 51(5), pages 1363-1387, September.
    12. Lawrence H. Summers, 1987. "Investment Incentives and the Discounting of Depreciation Allowances," NBER Chapters, in: The Effects of Taxation on Capital Accumulation, pages 295-304, National Bureau of Economic Research, Inc.
    13. Roland Geyer & Brandon Kuczenski & Trevor Zink & Ashley Henderson, 2016. "Common Misconceptions about Recycling," Journal of Industrial Ecology, Yale University, vol. 20(5), pages 1010-1017, October.
    14. Sverdrup, Harald U. & Ragnarsdottir, Kristin Vala & Koca, Deniz, 2014. "On modelling the global copper mining rates, market supply, copper price and the end of copper reserves," Resources, Conservation & Recycling, Elsevier, vol. 87(C), pages 158-174.
    15. Trevor Zink & Roland Geyer & Richard Startz, 2018. "Toward Estimating Displaced Primary Production from Recycling: A Case Study of U.S. Aluminum," Journal of Industrial Ecology, Yale University, vol. 22(2), pages 314-326, April.
    16. 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.
    17. Mansikkasalo, Anna & Lundmark, Robert & Söderholm, Patrik, 2014. "Market behavior and policy in the recycled paper industry: A critical survey of price elasticity research," Forest Policy and Economics, Elsevier, vol. 38(C), pages 17-29.
    18. Kinnaman, Thomas C., 2016. "Understanding the Economics of Waste: Drivers, Policies, and External Costs," International Review of Environmental and Resource Economics, now publishers, vol. 8(3-4), pages 281-320, June.
    19. Göran Finnveden & Tomas Ekvall & Yevgeniya Arushanyan & Mattias Bisaillon & Greger Henriksson & Ulrika Gunnarsson Östling & Maria Ljunggren Söderman & Jenny Sahlin & Åsa Stenmarck & Johan Sundberg & J, 2013. "Policy Instruments towards a Sustainable Waste Management," Sustainability, MDPI, vol. 5(3), pages 1-41, February.
    20. Kasman, Adnan & Kasman, Saadet, 2008. "The impact of futures trading on volatility of the underlying asset in the Turkish stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2837-2845.
    21. Kaufmann, Robert K. & Ullman, Ben, 2009. "Oil prices, speculation, and fundamentals: Interpreting causal relations among spot and futures prices," Energy Economics, Elsevier, vol. 31(4), pages 550-558, July.
    22. P. M. Hartigan, 1985. "Computation of the Dip Statistic to Test for Unimodality," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 34(3), pages 320-325, November.
    23. Param Silvapulle & Imad A. Moosa, 1999. "The relationship between spot and futures prices: Evidence from the crude oil market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(2), pages 175-193, April.
    24. Fu, Xinkai & Ueland, Stian M. & Olivetti, Elsa, 2017. "Econometric modeling of recycled copper supply," Resources, Conservation & Recycling, Elsevier, vol. 122(C), pages 219-226.
    25. Trevor Zink & Roland Geyer, 2017. "Circular Economy Rebound," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 593-602, June.
    26. Font Vivanco, David & McDowall, Will & Freire-González, Jaume & Kemp, René & van der Voet, Ester, 2016. "The foundations of the environmental rebound effect and its contribution towards a general framework," Ecological Economics, Elsevier, vol. 125(C), pages 60-69.
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    1. 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).

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