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The Estimation of Environmental Kuznets Curve in China: Nonparametric Panel Approach

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  • Linna Chen
  • Shiyi Chen

Abstract

In this paper, the panel data of industrial CO $$_2$$ 2 emissions among 31 provincial regions in China from 1985 to 2010 are utilized to analyze the nonlinear relationship between industrial pollution and economic development level based on nonparametric method for testing and verifying the environmental Kuznets hypothesis of carbon dioxide (CKC) in China. The industrial carbon dioxide emissions and GDP per capita are as measures of the industrial pollution and the level of economic development. The nonlinear methods have much more flexibility than linear model because there is no linear hypothesis, which may lead to the problem of model misspecification. Thus, nonlinear methods can obtain more accurate and effective results. Our results show that the nonlinear relationship between the industrial carbon dioxide emissions and the level of economic development has an inverted-U shape, which is the pattern of CKC curves. Moreover, Shanghai, Beijing and Tianjin have crossed the CKC inflection point and are now in developmental stage of environmental pollution reduced since 2005, 2006 and 2008 respectively. However, other areas are still in the earlier stage of environmental pollution, economic growth is accompanied by the tendency towards worsening environmental pollution. Copyright Springer Science+Business Media New York 2015

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  • Linna Chen & Shiyi Chen, 2015. "The Estimation of Environmental Kuznets Curve in China: Nonparametric Panel Approach," Computational Economics, Springer;Society for Computational Economics, vol. 46(3), pages 405-420, October.
  • Handle: RePEc:kap:compec:v:46:y:2015:i:3:p:405-420
    DOI: 10.1007/s10614-015-9486-7
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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. 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.
    3. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    4. 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.
    5. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
    6. Galeotti, Marzio & Lanza, Alessandro, 1999. "Richer and cleaner? A study on carbon dioxide emissions in developing countries," Energy Policy, Elsevier, vol. 27(10), pages 565-573, October.
    7. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C.S. & Jansson, Bengt-Owe & Levin, Simon & Mäler, Karl-Göran & Perrings, Charles & Pimentel, David, 1996. "Economic growth, carrying capacity, and the environment," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 104-110, February.
    8. Taskin, Fatma & Zaim, Osman, 2000. "Searching for a Kuznets curve in environmental efficiency using kernel estimation," Economics Letters, Elsevier, vol. 68(2), pages 217-223, August.
    9. Bertinelli, Luisito & Strobl, Eric, 2005. "The Environmental Kuznets Curve semi-parametrically revisited," Economics Letters, Elsevier, vol. 88(3), pages 350-357, September.
    10. He, Jie & Richard, Patrick, 2010. "Environmental Kuznets curve for CO2 in Canada," Ecological Economics, Elsevier, vol. 69(5), pages 1083-1093, March.
    11. Huang, Ho-Chuan River, 2004. "A flexible nonlinear inference to the Kuznets hypothesis," Economics Letters, Elsevier, vol. 84(2), pages 289-296, August.
    12. Nguyen-Van, Phu, 2010. "Energy consumption and income: A semiparametric panel data analysis," Energy Economics, Elsevier, vol. 32(3), pages 557-563, May.
    13. Costanza, Robert, 1995. "Economic growth, carrying capacity, and the environment," Ecological Economics, Elsevier, vol. 15(2), pages 89-90, November.
    14. 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.
    15. Shafik, Nemat & Bandyopadhyay, Sushenjit, 1992. "Economic growth and environmental quality : time series and cross-country evidence," Policy Research Working Paper Series 904, The World Bank.
    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. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    18. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    19. Stern , David I., 1998. "Progress on the environmental Kuznets curve?," Environment and Development Economics, Cambridge University Press, vol. 3(2), pages 173-196, May.
    20. Galeotti, Marzio & Lanza, Alessandro & Pauli, Francesco, 2006. "Reassessing the environmental Kuznets curve for CO2 emissions: A robustness exercise," Ecological Economics, Elsevier, vol. 57(1), pages 152-163, April.
    21. Agras, Jean & Chapman, Duane, 1999. "A dynamic approach to the Environmental Kuznets Curve hypothesis," Ecological Economics, Elsevier, vol. 28(2), pages 267-277, February.
    22. Bartz, Sherry & Kelly, David L., 2008. "Economic growth and the environment: Theory and facts," Resource and Energy Economics, Elsevier, vol. 30(2), pages 115-149, May.
    23. Panayotou T., 1993. "Empirical tests and policy analysis of environmental degradation at different stages of economic development," ILO Working Papers 992927783402676, International Labour Organization.
    24. Heil, Mark T. & Selden, Thomas M., 2001. "Carbon emissions and economic development: future trajectories based on historical experience," Environment and Development Economics, Cambridge University Press, vol. 6(1), pages 63-83, February.
    25. Maddison, David, 2006. "Environmental Kuznets curves: A spatial econometric approach," Journal of Environmental Economics and Management, Elsevier, vol. 51(2), pages 218-230, March.
    26. Cole, Matthew A., 2004. "US environmental load displacement: examining consumption, regulations and the role of NAFTA," Ecological Economics, Elsevier, vol. 48(4), pages 439-450, April.
    27. Martinez-Zarzoso, Inmaculada & Bengochea-Morancho, Aurelia, 2004. "Pooled mean group estimation of an environmental Kuznets curve for CO2," Economics Letters, Elsevier, vol. 82(1), pages 121-126, January.
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    3. Mohd Irfan & Krishnendu Shaw, 2017. "Modeling the effects of energy consumption and urbanization on environmental pollution in South Asian countries: a nonparametric panel approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(1), pages 65-78, January.
    4. Alexandra-Anca Purcel, 2020. "New insights into the environmental Kuznets curve hypothesis in developing and transition economies: a literature survey," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(4), pages 585-631, October.
    5. D. Jingyuan I. & L. Chong I. & L. Marsiliani & D. Jingyuan I. & L. Chong I. & L. Marsiliani, 2018. "Взаимосвязь между экономическим ростом и окружающей средой в Пекине на основе показателя PM2.5 // The Relationship between Growth and the Environment in Beijing, Using PM2.5 Concentrations," Review of Business and Economics Studies // Review of Business and Economics Studies, Финансовый Университет // Financial University, vol. 6(2), pages 5-18.
    6. Alexandra Soberon & Irene D’Hers, 2020. "The Environmental Kuznets Curve: A Semiparametric Approach with Cross-Sectional Dependence," JRFM, MDPI, vol. 13(11), pages 1-23, November.
    7. Haider Mahmood & Maham Furqan & Muhammad Shahid Hassan & Soumen Rej, 2023. "The Environmental Kuznets Curve (EKC) Hypothesis in China: A Review," Sustainability, MDPI, vol. 15(7), pages 1-32, April.
    8. Zhe Li & Renjin Sun & Manman Qin & Dongou Hu, 2020. "Gasoline to Diesel Consumption Ratio: A New Socioeconomic Indicator of Carbon Dioxide Emissions in China," Sustainability, MDPI, vol. 12(14), pages 1-14, July.
    9. Ekpeno L. Effiong & Alex O. Iriabije, 2018. "Let the data speak: semiparametric evidence on the environmental Kuznets curve in Africa," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(2), pages 771-782, March.
    10. Zhao, Jing & Zhao, Ziru & Zhang, Huan, 2021. "The impact of growth, energy and financial development on environmental pollution in China: New evidence from a spatial econometric analysis," Energy Economics, Elsevier, vol. 93(C).
    11. Changfeng Shi & Luji Li & Yung‐Ho Chiu & Yanying Wang & Ang Li, 2023. "Decoupling analysis of water consumption and economic development of arid and semiarid regions in Northwest China," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 192-213, May.
    12. Liangliang Liu & Donghong Ding & Jun He, 2019. "Fiscal Decentralization, Economic Growth, and Haze Pollution Decoupling Effects: A Simple Model and Evidence from China," Computational Economics, Springer;Society for Computational Economics, vol. 54(4), pages 1423-1441, December.
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