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The economics of recycling rate: New insights from waste electrical and electronic equipment

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  • Fizaine, Florian

Abstract

This paper addresses the determinants of metal recycling rates. The literature on recycling flows is scarce and does not directly address the issue of achieving a high recycling rate. In addition, extant literature has not quantified the recycling rate response to metal prices. Therefore, this paper explores factors that affect the recycling rate of different metals embodied in computers. We examine the effects of metal price, metal concentration in products, relative concentration ratio (i.e., primary vs. secondary supply), and embodied metal value on the recycling rate. Although the results reveal a significant effect of metal price on the recycling rate, the marginal response is low across different models (ordinary least squares, generalized linear model, fractional response model with endogenous regressor, and left-censored Tobit). This effect is not surprising and is in line with extant literature on recycling flows. Unfortunately, for most unrecycled metals, achieving a minimum embodied value is unlikely, as it would require a median price increase by one or two order of magnitude. In addition, it seems that the recycling rate is more elastic to other technical factors, such as the metal concentration in products or the relative concentration ratio. While the findings suggest important public policy implications, more data and interdisciplinary research are required to support these preliminary results.

Suggested Citation

  • Fizaine, Florian, 2020. "The economics of recycling rate: New insights from waste electrical and electronic equipment," Resources Policy, Elsevier, vol. 67(C).
    • Handle: RePEc:eee:jrpoli:v:67:y:2020:i:c:s0301420720300805
    DOI: 10.1016/j.resourpol.2020.101675
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    1. Elbert Dijkgraaf & Raymond Gradus, 2017. "An EU Recycling Target: What Does the Dutch Evidence Tell Us?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 501-526, November.
    2. Tilton, John E., 1999. "The future of recycling," Resources Policy, Elsevier, vol. 25(3), pages 197-204, September.
    3. Heleen Bartelings & Thomas Sterner, 1999. "Household Waste Management in a Swedish Municipality: Determinants of Waste Disposal, Recycling and Composting," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 13(4), pages 473-491, June.
    4. Blomberg, Jerry & Hellmer, Stefan, 2000. "Short-run demand and supply elasticities in the West European market for secondary aluminium," Resources Policy, Elsevier, vol. 26(1), pages 39-50, March.
    5. 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.
    6. Moss, R.L. & Tzimas, E. & Kara, H. & Willis, P. & Kooroshy, J., 2013. "The potential risks from metals bottlenecks to the deployment of Strategic Energy Technologies," Energy Policy, Elsevier, vol. 55(C), pages 556-564.
    7. Blomberg, Jerry & Söderholm, Patrik, 2011. "Factor demand flexibility in the primary aluminium industry: Evidence from stagnating and expanding regions," Resources Policy, Elsevier, vol. 36(3), pages 238-248, September.
    8. Hai-Lan Yang & Robert Innes, 2007. "Economic Incentives and Residential Waste Management in Taiwan: An Empirical Investigation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(3), pages 489-519, July.
    9. Andersson, Magnus & Ljunggren Söderman, Maria & Sandén, Björn A., 2019. "Challenges of recycling multiple scarce metals: The case of Swedish ELV and WEEE recycling," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    10. 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.
    11. Christopher F Baum, 2008. "Stata tip 63: Modeling proportions," Stata Journal, StataCorp LP, vol. 8(2), pages 299-303, June.
    12. Gomez, Fernando & Guzman, Juan Ignacio & Tilton, John E., 2007. "Copper recycling and scrap availability," Resources Policy, Elsevier, vol. 32(4), pages 183-190, December.
    13. Mudd, Gavin M., 2010. "The Environmental sustainability of mining in Australia: key mega-trends and looming constraints," Resources Policy, Elsevier, vol. 35(2), pages 98-115, June.
    14. Florian Fizaine & Victor Court, 2015. "Renewable electricity producing technologies and metal depletion: a sensitivity analysis using the EROI," Post-Print halshs-01227860, HAL.
    15. Franklin M. Fisher & Paul H. Cootner & Martin N. Baily, 1972. "An Econometric Model of the World Copper Industry," Bell Journal of Economics, The RAND Corporation, vol. 3(2), pages 568-609, Autumn.
    16. Edwards, Ron & Pearce, David, 1978. "The effect of prices on the recycling of waste materials," Resources Policy, Elsevier, vol. 4(4), pages 242-248, December.
    17. Slade, Margaret E., 1980. "The effects of higher energy prices and declining ore quality : Copper--aluminium substitution and recycling in the USA," Resources Policy, Elsevier, vol. 6(3), pages 223-239, September.
    18. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    19. Crowson, Phillip, 2012. "Some observations on copper yields and ore grades," Resources Policy, Elsevier, vol. 37(1), pages 59-72.
    20. Behrens, Arno & Giljum, Stefan & Kovanda, Jan & Niza, Samuel, 2007. "The material basis of the global economy: Worldwide patterns of natural resource extraction and their implications for sustainable resource use policies," Ecological Economics, Elsevier, vol. 64(2), pages 444-453, December.
    21. Jeffrey M. Wooldridge, 2011. "Fractional response models with endogeneous explanatory variables and heterogeneity," CHI11 Stata Conference 12, Stata Users Group.
    22. 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.
    23. Christer Berglund & Patrik Söderholm, 2003. "An Econometric Analysis of Global Waste Paper Recovery and Utilization," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 26(3), pages 429-456, November.
    24. Slade, Margaret E., 1980. "An econometric model of the U.S. secondary copper industry: Recycling versus disposal," Journal of Environmental Economics and Management, Elsevier, vol. 7(2), pages 123-141, June.
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    3. Liu, Yin & Alnafrah, Ibrahim & Zhou, Yaying, 2024. "A systemic efficiency measurement of resource management and sustainable practices: A network bias-corrected DEA assessment of OECD countries," Resources Policy, Elsevier, vol. 90(C).

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    More about this item

    Keywords

    Recycling rate; Metal; Price; Circular economy; GLM; WEEE;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

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