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Scenario-based potential effects of carbon trading in China: An integrated approach

Author

Listed:
  • Zhang, Cheng
  • Wang, Qunwei
  • Shi, Dan
  • Li, Pengfei
  • Cai, Wanhuan

Abstract

Using China’s provincial panel data and national panel data of OECD (Organization for Economic Co-operation and Development) and BRICS (Five major emerging national economies: Brazil, Russia, India, China and South Africa), this paper simulates the scenario-based potential effect of carbon trading in China. Analysis methods included Stochastic Frontier Analysis, Difference-in-differences Model, and Nonlinear Programming Technique. Results indicated that in a theory-based view of carbon trading, the shadow price of carbon dioxide generally rises, with a non-linear negative correlation with carbon dioxide emissions. In different regions, the shadow price of carbon dioxide presents a digressive tendency among eastern, central, and western areas, with divergent gaps between and within areas. When the greatest goal is assumed to reduce national carbon intensity as much as possible at the given national GDP (Gross Domestic Product) (Scenario I), carbon trading has the effect of reducing carbon intensity by 19.79%, with the consideration of Porter Hypothesis effect. If the rigid constraint of national GDP is relaxed, and the dual constraint of both economic growth and environment protection in each region is introduced (Scenario II), the resulting effect is a reduced carbon intensity of 25.24%. China’s general carbon intensity in 2012 was higher than goals set at the Copenhagen Conference, but lagged behind the goal of Twelfth Five-Year Plan for National Economy. This study provides realistic and significant technical support for the government to use in designing and deploying a national carbon trading market.

Suggested Citation

  • Zhang, Cheng & Wang, Qunwei & Shi, Dan & Li, Pengfei & Cai, Wanhuan, 2016. "Scenario-based potential effects of carbon trading in China: An integrated approach," Applied Energy, Elsevier, vol. 182(C), pages 177-190.
  • Handle: RePEc:eee:appene:v:182:y:2016:i:c:p:177-190
    DOI: 10.1016/j.apenergy.2016.08.133
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    as
    1. de Perthuis, Christian & Trotignon, Raphael, 2014. "Governance of CO2 markets: Lessons from the EU ETS," Energy Policy, Elsevier, vol. 75(C), pages 100-106.
    2. Martin L. Weitzman, 1974. "Prices vs. Quantities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 41(4), pages 477-491.
    3. Chen, Shiyi & Golley, Jane, 2014. "‘Green’ productivity growth in China's industrial economy," Energy Economics, Elsevier, vol. 44(C), pages 89-98.
    4. Steinbuks, Jevgenijs & Narayanan, Badri G., 2015. "Fossil fuel producing economies have greater potential for industrial interfuel substitution," Energy Economics, Elsevier, vol. 47(C), pages 168-177.
    5. Robert W. Hahn, 1984. "Market Power and Transferable Property Rights," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(4), pages 753-765.
    6. Cramton, Peter & Kerr, Suzi, 2002. "Tradeable carbon permit auctions: How and why to auction not grandfather," Energy Policy, Elsevier, vol. 30(4), pages 333-345, March.
    7. Demailly, Damien & Quirion, Philippe, 2008. "European Emission Trading Scheme and competitiveness: A case study on the iron and steel industry," Energy Economics, Elsevier, vol. 30(4), pages 2009-2027, July.
    8. Zhang, Yue-Jun & Wei, Yi-Ming, 2010. "An overview of current research on EU ETS: Evidence from its operating mechanism and economic effect," Applied Energy, Elsevier, vol. 87(6), pages 1804-1814, June.
    9. Ron C. Mittelhammer & John L. Baritelle, 1977. "On Two Strategies for Choosing Principal Components in Regression Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 59(2), pages 336-343.
    10. Montgomery, W. David, 1972. "Markets in licenses and efficient pollution control programs," Journal of Economic Theory, Elsevier, vol. 5(3), pages 395-418, December.
    11. Wang, Qunwei & Su, Bin & Sun, Jiasen & Zhou, Peng & Zhou, Dequn, 2015. "Measurement and decomposition of energy-saving and emissions reduction performance in Chinese cities," Applied Energy, Elsevier, vol. 151(C), pages 85-92.
    12. Fischer, Carolyn & Parry, Ian W. H. & Pizer, William A., 2003. "Instrument choice for environmental protection when technological innovation is endogenous," Journal of Environmental Economics and Management, Elsevier, vol. 45(3), pages 523-545, May.
    13. Hübler, Michael & Voigt, Sebastian & Löschel, Andreas, 2014. "Designing an emissions trading scheme for China—An up-to-date climate policy assessment," Energy Policy, Elsevier, vol. 75(C), pages 57-72.
    14. Zhou, D.Q. & Wang, Qunwei & Su, B. & Zhou, P. & Yao, L.X., 2016. "Industrial energy conservation and emission reduction performance in China: A city-level nonparametric analysis," Applied Energy, Elsevier, vol. 166(C), pages 201-209.
    15. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    16. Hoffmann, Volker H., 2007. "EU ETS and Investment Decisions:: The Case of the German Electricity Industry," European Management Journal, Elsevier, vol. 25(6), pages 464-474, December.
    17. Kuosmanen, Timo & Kortelainen, Mika, 2007. "Valuing environmental factors in cost-benefit analysis using data envelopment analysis," Ecological Economics, Elsevier, vol. 62(1), pages 56-65, April.
    18. Krammer, Sorin M.S., 2015. "Do good institutions enhance the effect of technological spillovers on productivity? Comparative evidence from developed and transition economies," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 133-154.
    19. Benz, Eva & Trück, Stefan, 2009. "Modeling the price dynamics of CO2 emission allowances," Energy Economics, Elsevier, vol. 31(1), pages 4-15, January.
    20. Zhang, Yue-Jun & Wang, Ao-Dong & Da, Ya-Bin, 2014. "Regional allocation of carbon emission quotas in China: Evidence from the Shapley value method," Energy Policy, Elsevier, vol. 74(C), pages 454-464.
    21. Fischer, Carolyn, 2001. "Rebating Environmental Policy Revenues: Output-Based Allocations and Tradable Performance Standards," Discussion Papers 10709, Resources for the Future.
    22. Kara, M. & Syri, S. & Lehtila, A. & Helynen, S. & Kekkonen, V. & Ruska, M. & Forsstrom, J., 2008. "The impacts of EU CO2 emissions trading on electricity markets and electricity consumers in Finland," Energy Economics, Elsevier, vol. 30(2), pages 193-211, March.
    23. Pizer, William A., 2002. "Combining price and quantity controls to mitigate global climate change," Journal of Public Economics, Elsevier, vol. 85(3), pages 409-434, September.
    24. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    25. Joseph E. Aldy & Alan J. Krupnick & Richard G. Newell & Ian W. H. Parry & William A. Pizer, 2010. "Designing Climate Mitigation Policy," Journal of Economic Literature, American Economic Association, vol. 48(4), pages 903-934, December.
    26. Coggins, Jay S. & Swinton, John R., 1996. "The Price of Pollution: A Dual Approach to Valuing SO2Allowances," Journal of Environmental Economics and Management, Elsevier, vol. 30(1), pages 58-72, January.
    27. Smyth, Russell & Narayan, Paresh Kumar & Shi, Hongliang, 2011. "Substitution between energy and classical factor inputs in the Chinese steel sector," Applied Energy, Elsevier, vol. 88(1), pages 361-367, January.
    28. Donald N. Dewees, 2001. "Emissions Trading: ERCs or Allowances?," Land Economics, University of Wisconsin Press, vol. 77(4), pages 513-526.
    29. Di Cagno, Daniela & Fabrizi, Andrea & Meliciani, Valentina & Wanzenböck, Iris, 2016. "The impact of relational spillovers from joint research projects on knowledge creation across European regions," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 83-94.
    30. Borghesi, Simone & Cainelli, Giulio & Mazzanti, Massimiliano, 2015. "Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry," Research Policy, Elsevier, vol. 44(3), pages 669-683.
    31. R. H. Coase, 2013. "The Problem of Social Cost," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 837-877.
    32. Dai, Hancheng & Masui, Toshihiko & Matsuoka, Yuzuru & Fujimori, Shinichiro, 2011. "Assessment of China's climate commitment and non-fossil energy plan towards 2020 using hybrid AIM/CGE model," Energy Policy, Elsevier, vol. 39(5), pages 2875-2887, May.
    33. Tang, Ling & Wu, Jiaqian & Yu, Lean & Bao, Qin, 2015. "Carbon emissions trading scheme exploration in China: A multi-agent-based model," Energy Policy, Elsevier, vol. 81(C), pages 152-169.
    34. Rose, Adam & Stevens, Brandt, 1993. "The efficiency and equity of marketable permits for CO2 emissions," Resource and Energy Economics, Elsevier, vol. 15(1), pages 117-146, March.
    35. repec:dau:papers:123456789/13539 is not listed on IDEAS
    36. World Bank, 2010. "World Development Report 2010," World Bank Publications - Books, The World Bank Group, number 4387.
    37. Zhang, Yue-Jun & Wang, Ao-Dong & Tan, Weiping, 2015. "The impact of China's carbon allowance allocation rules on the product prices and emission reduction behaviors of ETS-covered enterprises," Energy Policy, Elsevier, vol. 86(C), pages 176-185.
    38. Jacob K. Goeree & Charles A. Holt & Karen Palmer & William Shobe & Dallas Burtraw, 2010. "An Experimental Study of Auctions Versus Grandfathering to Assign Pollution Permits," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 514-525, 04-05.
    39. Jan Abrell & Anta Ndoye Faye & Georg Zachmann, 2011. "Assessing the impact of the EU ETS using firm level data," Working Papers of BETA 2011-15, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    40. Cui, Lian-Biao & Fan, Ying & Zhu, Lei & Bi, Qing-Hua, 2014. "How will the emissions trading scheme save cost for achieving China’s 2020 carbon intensity reduction target?," Applied Energy, Elsevier, vol. 136(C), pages 1043-1052.
    41. Meleo, Linda, 2014. "On the determinants of industrial competitiveness: The European Union emission trading scheme and the Italian paper industry," Energy Policy, Elsevier, vol. 74(C), pages 535-546.
    42. Severin Borenstein, 1988. "On the Efficiency of Competitive Markets for Operating Licenses," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(2), pages 357-385.
    43. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    44. Nicholas Stern, 2008. "The Economics of Climate Change," American Economic Review, American Economic Association, vol. 98(2), pages 1-37, May.
    45. Nathaniel O. Keohane, 2009. "Cap and Trade, Rehabilitated: Using Tradable Permits to Control U.S. Greenhouse Gases," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 3(1), pages 42-62, Winter.
    46. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    47. Anger, Niels & Oberndorfer, Ulrich, 2008. "Firm performance and employment in the EU emissions trading scheme: An empirical assessment for Germany," Energy Policy, Elsevier, vol. 36(1), pages 12-22, January.
    48. Wang, Qunwei & Su, Bin & Zhou, Peng & Chiu, Ching-Ren, 2016. "Measuring total-factor CO2 emission performance and technology gaps using a non-radial directional distance function: A modified approach," Energy Economics, Elsevier, vol. 56(C), pages 475-482.
    49. Mandell, Svante, 2008. "Optimal mix of emissions taxes and cap-and-trade," Journal of Environmental Economics and Management, Elsevier, vol. 56(2), pages 131-140, September.
    50. Rogge, Karoline S. & Schneider, Malte & Hoffmann, Volker H., 2011. "The innovation impact of the EU Emission Trading System -- Findings of company case studies in the German power sector," Ecological Economics, Elsevier, vol. 70(3), pages 513-523, January.
    51. Yue-Jun Zhang & Jun-Fang Hao, 2015. "The allocation of carbon emission intensity reduction target by 2020 among provinces in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 79(2), pages 921-937, November.
    52. Lund, Peter, 2007. "Impacts of EU carbon emission trade directive on energy-intensive industries -- Indicative micro-economic analyses," Ecological Economics, Elsevier, vol. 63(4), pages 799-806, September.
    53. E. Woerdman & O. Couwenberg & A. Nentjes, 2009. "Energy prices and emissions trading: windfall profits from grandfathering?," European Journal of Law and Economics, Springer, vol. 28(2), pages 185-202, October.
    54. Wang, Ke & Wang, Can & Chen, Jining, 2009. "Analysis of the economic impact of different Chinese climate policy options based on a CGE model incorporating endogenous technological change," Energy Policy, Elsevier, vol. 37(8), pages 2930-2940, August.
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