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The Environmental Kuznets Curve with Recycling: A Partially Linear Semiparametric Approach

Author

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  • Myrto Kasioumi

    (Department of Economics and Finance, Gordon S. Lang School of Business and Economics, University of Guelph, Guelph, ON N1G 2W1, Canada)

  • Thanasis Stengos

    (Department of Economics and Finance, Gordon S. Lang School of Business and Economics, University of Guelph, Guelph, ON N1G 2W1, Canada)

Abstract

This paper is the first to study a comparatively new Environmental Kuznets Curve which traces empirically the relationship between environmental abatement and real GDP. Our model is a partial linear semi parametric model that allows for two way fixed effects to eliminate the bias arising from two sources. We use data for recycling and real GDP, for fifty states of the United States for the years between 1988 and 2017. We find evidence that this relationship is characterized by an increasing curve which confirms the existence of a J curve, a finding that agrees with the predictions from recent theoretical models.

Suggested Citation

  • Myrto Kasioumi & Thanasis Stengos, 2020. "The Environmental Kuznets Curve with Recycling: A Partially Linear Semiparametric Approach," JRFM, MDPI, vol. 13(11), pages 1-26, November.
  • Handle: RePEc:gam:jjrfmx:v:13:y:2020:i:11:p:274-:d:442578
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    1. Azomahou, Theophile & Laisney, Francois & Nguyen Van, Phu, 2006. "Economic development and CO2 emissions: A nonparametric panel approach," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1347-1363, August.
    2. Badi H. Baltagi & Dong Li, 2002. "Series Estimation of Partially Linear Panel Data Models with Fixed Effects," Annals of Economics and Finance, Society for AEF, vol. 3(1), pages 103-116, May.
    3. Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
    4. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    5. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    6. Shahbaz, Muhammad & Shafiullah, Muhammad & Papavassiliou, Vassilios G. & Hammoudeh, Shawkat, 2017. "The CO2–growth nexus revisited: A nonparametric analysis for the G7 economies over nearly two centuries," Energy Economics, Elsevier, vol. 65(C), pages 183-193.
    7. Esteve, Vicente & Tamarit, Cecilio, 2012. "Threshold cointegration and nonlinear adjustment between CO2 and income: The Environmental Kuznets Curve in Spain, 1857–2007," Energy Economics, Elsevier, vol. 34(6), pages 2148-2156.
    8. Jeffery Racine & Jeffrey Hart & Qi Li, 2006. "Testing the Significance of Categorical Predictor Variables in Nonparametric Regression Models," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 523-544.
    9. William T. Harbaugh & Arik Levinson & David Molloy Wilson, 2002. "Reexamining The Empirical Evidence For An Environmental Kuznets Curve," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 541-551, August.
    10. Ali Fakih & Walid Marrouch, 2019. "Environmental Kuznets Curve, a Mirage? A Non-parametric Analysis for MENA Countries," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 25(1), pages 113-119, February.
    11. Henderson, Daniel J. & Carroll, Raymond J. & Li, Qi, 2008. "Nonparametric estimation and testing of fixed effects panel data models," Journal of Econometrics, Elsevier, vol. 144(1), pages 257-275, May.
    12. Karen Pittel, 2006. "A Kuznets Curve for Recycling," CER-ETH Economics working paper series 06/52, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    13. Roca, Jordi & Padilla, Emilio & Farre, Mariona & Galletto, Vittorio, 2001. "Economic growth and atmospheric pollution in Spain: discussing the environmental Kuznets curve hypothesis," Ecological Economics, Elsevier, vol. 39(1), pages 85-99, October.
    14. de Bruyn, S. M. & Opschoor, J. B., 1997. "Developments in the throughput-income relationship: theoretical and empirical observations," Ecological Economics, Elsevier, vol. 20(3), pages 255-268, March.
    15. Di Vita, Giuseppe, 2001. "Technological change, growth and waste recycling," Energy Economics, Elsevier, vol. 23(5), pages 549-567, September.
    16. Cole, M.A. & Rayner, A.J. & Bates, J.M., 1997. "The environmental Kuznets curve: an empirical analysis," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 401-416, November.
    17. Stern , David I., 1998. "Progress on the environmental Kuznets curve?," Environment and Development Economics, Cambridge University Press, vol. 3(2), pages 173-196, May.
    18. Boneva, Lena & Linton, Oliver & Vogt, Michael, 2015. "A semiparametric model for heterogeneous panel data with fixed effects," Journal of Econometrics, Elsevier, vol. 188(2), pages 327-345.
    19. Li, Qi & Stengos, Thanasis, 1996. "Semiparametric estimation of partially linear panel data models," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 389-397.
    20. Selden Thomas M. & Song Daqing, 1995. "Neoclassical Growth, the J Curve for Abatement, and the Inverted U Curve for Pollution," Journal of Environmental Economics and Management, Elsevier, vol. 29(2), pages 162-168, September.
    21. Carlos Ordás Criado, 2008. "Temporal and Spatial Homogeneity in Air Pollutants Panel EKC Estimations," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 40(2), pages 265-283, June.
    22. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    23. Lin, Zhongjian & Li, Qi & Sun, Yiguo, 2014. "A consistent nonparametric test of parametric regression functional form in fixed effects panel data models," Journal of Econometrics, Elsevier, vol. 178(P1), pages 167-179.
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    Cited by:

    1. Myrto Kasioumi & Thanasis Stengos, 2023. "A Circular Model of Economic Growth and Waste Recycling," Circular Economy and Sustainability,, Springer.
    2. Agliardi, Elettra & Kasioumi, Myrto, 2023. "Closing the loop in a duopolistic circular economy model," International Journal of Production Economics, Elsevier, vol. 262(C).
    3. Fafaliou, Irene & Giaka, Maria & Konstantios, Dimitrios & Polemis, Michael, 2022. "Firms’ ESG reputational risk and market longevity: A firm-level analysis for the United States," Journal of Business Research, Elsevier, vol. 149(C), pages 161-177.
    4. Qudsia Kanwal & Xianlai Zeng & Jinhui Li, 2023. "Measuring the recycling potential of industrial waste for long-term sustainability," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    5. Anh-Tu Nguyen & Shih-Hao Lu & Phuc Thanh Thien Nguyen, 2021. "Validating and Forecasting Carbon Emissions in the Framework of the Environmental Kuznets Curve: The Case of Vietnam," Energies, MDPI, vol. 14(11), pages 1-38, May.
    6. Bilal Boubellouta & Sigrid Kusch-Brandt, 2023. "Driving factors of e-waste recycling rate in 30 European countries: new evidence using a panel quantile regression of the EKC hypothesis coupled with the STIRPAT model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 7533-7560, August.
    7. Jihuan Zhang, 2021. "Environmental Kuznets Curve Hypothesis on CO 2 Emissions: Evidence for China," JRFM, MDPI, vol. 14(3), pages 1-16, February.

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