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The role of carbon pricing in achieving energy transition in the Post-COP26 era: Evidence from China's industrial energy conservation

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  • Tan, Xiujie
  • Wang, Banban
  • Wei, Jie
  • Taghizadeh-Hesary, Farhad

Abstract

Carbon pricing is expected to meet COP26 targets and carbon neutrality goals by promoting energy transition. However, the role of carbon pricing in energy transition has been challenged largely because of limited empirical evidence. Most empirical studies draw on samples with low-to-moderate carbon prices, which might underestimate the potential impact of carbon pricing with much higher prices. Accordingly, this study takes energy prices as proxies for carbon prices to estimate the price elasticity of energy consumption. It employs a mapping relationship between carbon and energy prices to conduct simulations under various carbon price scenarios. Using China's industry as an example, the following main findings were obtained. First, the price elasticities of energy consumption are heterogeneous across sectors, implying that the role of carbon pricing may be underestimated if sector heterogeneity is not considered. Second, carbon pricing could considerably decrease energy consumption, particularly in high-energy-consuming sectors, such as ferrous metals, petroleum processing, chemicals, non-metal products, as well as power and heat. Third, by adopting China's Emissions Trading Scheme, the eight planned covered sectors could achieve reductions of 8% or 19% in energy consumption with carbon prices set at 100 or 300 Yuan/tCO2, respectively, which would significantly contribute to the phasedown of coal. Therefore, carbon pricing could play an important role in achieving energy transition in the post-COP26 era.

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  • Tan, Xiujie & Wang, Banban & Wei, Jie & Taghizadeh-Hesary, Farhad, 2023. "The role of carbon pricing in achieving energy transition in the Post-COP26 era: Evidence from China's industrial energy conservation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:rensus:v:182:y:2023:i:c:s136403212300206x
    DOI: 10.1016/j.rser.2023.113349
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    as
    1. Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "A meta-analysis on the price elasticity of energy demand," Energy Policy, Elsevier, vol. 102(C), pages 549-568.
    2. Meng, Sam & Siriwardana, Mahinda & McNeill, Judith & Nelson, Tim, 2018. "The impact of an ETS on the Australian energy sector: An integrated CGE and electricity modelling approach," Energy Economics, Elsevier, vol. 69(C), pages 213-224.
    3. Hájek, Miroslav & Zimmermannová, Jarmila & Helman, Karel & Rozenský, Ladislav, 2019. "Analysis of carbon tax efficiency in energy industries of selected EU countries," Energy Policy, Elsevier, vol. 134(C).
    4. Campiglio, Emanuele, 2016. "Beyond carbon pricing: The role of banking and monetary policy in financing the transition to a low-carbon economy," Ecological Economics, Elsevier, vol. 121(C), pages 220-230.
    5. Adeyemi, Olutomi I. & Hunt, Lester C., 2014. "Accounting for asymmetric price responses and underlying energy demand trends in OECD industrial energy demand," Energy Economics, Elsevier, vol. 45(C), pages 435-444.
    6. Lundgren, Tommy & Marklund, Per-Olov & Zhang, Shanshan, 2016. "Industrial energy demand and energy efficiency – Evidence from Sweden," Resource and Energy Economics, Elsevier, vol. 43(C), pages 130-152.
    7. Kiss, Tibor & Popovics, Steve, 2021. "Evaluation on the effectiveness of energy policies – Evidence from the carbon reductions in 25 countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    8. Tvinnereim, Endre & Mehling, Michael, 2018. "Carbon pricing and deep decarbonisation," Energy Policy, Elsevier, vol. 121(C), pages 185-189.
    9. 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.
    10. Sen, Suphi & Vollebergh, Herman, 2018. "The effectiveness of taxing the carbon content of energy consumption," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 74-99.
    11. Cui, Jingbo & Wang, Chunhua & Zhang, Junjie & Zheng, Yang, 2021. "The effectiveness of China’s regional carbon market pilots in reducing firm emissions," LSE Research Online Documents on Economics 113492, London School of Economics and Political Science, LSE Library.
    12. Marius Ley & Tobias Stucki & Martin Woerter, 2016. "The Impact of Energy Prices on Green Innovation," The Energy Journal, , vol. 37(1), pages 41-76, January.
    13. Alexeeva-Talebi, Victoria & Böhringer, Christoph & Löschel, Andreas & Voigt, Sebastian, 2012. "The value-added of sectoral disaggregation: Implications on competitive consequences of climate change policies," Energy Economics, Elsevier, vol. 34(S2), pages 127-142.
    14. Lin, Boqiang & Jia, Zhijie, 2018. "The energy, environmental and economic impacts of carbon tax rate and taxation industry: A CGE based study in China," Energy, Elsevier, vol. 159(C), pages 558-568.
    15. Yang, Mian & Fan, Ying & Yang, Fuxia & Hu, Hui, 2014. "Regional disparities in carbon dioxide reduction from China's uniform carbon tax: A perspective on interfactor/interfuel substitution," Energy, Elsevier, vol. 74(C), pages 131-139.
    16. Sharifi, Mehdi & Khazaei Pool, Javad & Jalilvand, Mohammad Reza & Tabaeeian, Reihaneh Alsadat & Ghanbarpour Jooybari, Mohsen, 2019. "Forecasting of advertising effectiveness for renewable energy technologies: A neural network analysis," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 154-161.
    17. Andrade de Sá, Saraly & Daubanes, Julien, 2016. "Limit pricing and the (in)effectiveness of the carbon tax," Journal of Public Economics, Elsevier, vol. 139(C), pages 28-39.
    18. Modis, Theodore, 2019. "Forecasting energy needs with logistics," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 135-143.
    19. aus dem Moore, Nils & Großkurth, Philipp & Themann, Michael, 2019. "Multinational corporations and the EU Emissions Trading System: The specter of asset erosion and creeping deindustrialization," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 1-26.
    20. Woo, C.K. & Liu, Y. & Zarnikau, J. & Shiu, A. & Luo, X. & Kahrl, F., 2018. "Price elasticities of retail energy demands in the United States: New evidence from a panel of monthly data for 2001–2016," Applied Energy, Elsevier, vol. 222(C), pages 460-474.
    21. Joseph E. Aldy & William A. Pizer, 2015. "The Competitiveness Impacts of Climate Change Mitigation Policies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(4), pages 565-595.
    22. Nazifi, Fatemeh & Trück, Stefan & Zhu, Liangxu, 2021. "Carbon pass-through rates on spot electricity prices in Australia," Energy Economics, Elsevier, vol. 96(C).
    23. Andrea Baranzini & Jeroen C. J. M. van den Bergh & Stefano Carattini & Richard B. Howarth & Emilio Padilla & Jordi Roca, 2017. "Carbon pricing in climate policy: seven reasons, complementary instruments, and political economy considerations," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 8(4), July.
    24. Wang, Banban & Wei, Jie & Tan, Xiujie & Su, Bin, 2021. "The sectorally heterogeneous and time-varying price elasticities of energy demand in China," Energy Economics, Elsevier, vol. 102(C).
    25. Burke, Paul J. & Liao, Hua, 2015. "Is the price elasticity of demand for coal in China increasing?," China Economic Review, Elsevier, vol. 36(C), pages 309-322.
    26. Li, Jianglong & Lin, Boqiang, 2016. "Inter-factor/inter-fuel substitution, carbon intensity, and energy-related CO2 reduction: Empirical evidence from China," Energy Economics, Elsevier, vol. 56(C), pages 483-494.
    27. Dagoumas, Athanasios S. & Polemis, Michael L., 2020. "Carbon pass-through in the electricity sector: An econometric analysis," Energy Economics, Elsevier, vol. 86(C).
    28. Pettersson, Fredrik & Söderholm, Patrik & Lundmark, Robert, 2012. "Fuel switching and climate and energy policies in the European power generation sector: A generalized Leontief model," Energy Economics, Elsevier, vol. 34(4), pages 1064-1073.
    29. Mardones, Cristian & Ortega, José, 2021. "Are the emissions trading systems’ simulations generated with a computable general equilibrium model sensitive to the nested production structure?," Applied Energy, Elsevier, vol. 298(C).
    30. Neto, David, 2012. "Testing and estimating time-varying elasticities of Swiss gasoline demand," Energy Economics, Elsevier, vol. 34(6), pages 1755-1762.
    31. Pye, Steve & Usher, Will & Strachan, Neil, 2014. "The uncertain but critical role of demand reduction in meeting long-term energy decarbonisation targets," Energy Policy, Elsevier, vol. 73(C), pages 575-586.
    32. Shao, Tianming & Pan, Xunzhang & Li, Xiang & Zhou, Sheng & Zhang, Shu & Chen, Wenying, 2022. "China's industrial decarbonization in the context of carbon neutrality: A sub-sectoral analysis based on integrated modelling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 170(C).
    33. James B. Bushnell & Erin T. Mansur, 2011. "Vertical Targeting and Leakage in Carbon Policy," American Economic Review, American Economic Association, vol. 101(3), pages 263-267, May.
    34. Zhang, Xu & Qi, Tian-yu & Ou, Xun-min & Zhang, Xi-liang, 2017. "The role of multi-region integrated emissions trading scheme: A computable general equilibrium analysis," Applied Energy, Elsevier, vol. 185(P2), pages 1860-1868.
    35. Daniel Rosenbloom & Jochen Markard & Frank W. Geels & Lea Fuenfschilling, 2020. "Reply to van den Bergh and Botzen: A clash of paradigms over the role of carbon pricing," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(38), pages 23221-23222, September.
    36. Hang, Leiming & Tu, Meizeng, 2007. "The impacts of energy prices on energy intensity: Evidence from China," Energy Policy, Elsevier, vol. 35(5), pages 2978-2988, May.
    37. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    38. Thomas Bue Bjorner & Henrik Holm Jensen, 2002. "Interfuel Substitution within Industrial Companies: An Analysis Based on Panel Data at Company Level," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 27-50.
    39. Lin, Boqiang & Jia, Zhijie, 2018. "Impact of quota decline scheme of emission trading in China: A dynamic recursive CGE model," Energy, Elsevier, vol. 149(C), pages 190-203.
    40. JÅ«ratÄ— JaraitÄ— & Corrado Di Maria, 2016. "Did the EU ETS Make a Difference? An Empirical Assessment Using Lithuanian Firm-Level Data," The Energy Journal, , vol. 37(2), pages 68-92, April.
    41. Roy, Joyashree & Sanstad, Alan H. & Sathaye, Jayant A. & Khaddaria, Raman, 2006. "Substitution and price elasticity estimates using inter-country pooled data in a translog cost model," Energy Economics, Elsevier, vol. 28(5-6), pages 706-719, November.
    42. Dermot Gately & Hillard G. Huntington, 2002. "The Asymmetric Effects of Changes in Price and Income on Energy and Oil Demand," The Energy Journal, , vol. 23(1), pages 19-55, January.
    43. Wang, Huan & Chen, Wenying, 2019. "Modelling deep decarbonization of industrial energy consumption under 2-degree target: Comparing China, India and Western Europe," Applied Energy, Elsevier, vol. 238(C), pages 1563-1572.
    44. Springer, Cecilia & Evans, Sam & Lin, Jiang & Roland-Holst, David, 2019. "Low carbon growth in China: The role of emissions trading in a transitioning economy," Applied Energy, Elsevier, vol. 235(C), pages 1118-1125.
    45. Floros, Nikolaos & Vlachou, Andriana, 2005. "Energy demand and energy-related CO2 emissions in Greek manufacturing: Assessing the impact of a carbon tax," Energy Economics, Elsevier, vol. 27(3), pages 387-413, May.
    46. De Vita, G. & Endresen, K. & Hunt, L.C., 2006. "An empirical analysis of energy demand in Namibia," Energy Policy, Elsevier, vol. 34(18), pages 3447-3463, December.
    47. Banban Wang & Frank Jotzo & Shaozhou Qi, 2018. "Ex-post cap adjustment for China’s ETS: an applicable indexation rule, simulating the Hubei ETS, and implications for a national scheme," Climate Policy, Taylor & Francis Journals, vol. 18(2), pages 258-273, February.
    48. Wietze Lise & Jos Sijm & Benjamin Hobbs, 2010. "The Impact of the EU ETS on Prices, Profits and Emissions in the Power Sector: Simulation Results with the COMPETES EU20 Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(1), pages 23-44, September.
    49. Sijm, Jos & Chen, Yihsu & Hobbs, Benjamin F., 2012. "The impact of power market structure on CO2 cost pass-through to electricity prices under quantity competition – A theoretical approach," Energy Economics, Elsevier, vol. 34(4), pages 1143-1152.
    50. Liu, Feng & van den Bergh, Jeroen C.J.M., 2020. "Differences in CO2 emissions of solar PV production among technologies and regions: Application to China, EU and USA," Energy Policy, Elsevier, vol. 138(C).
    51. Jeroen den Bergh & Ivan Savin, 2021. "Correction to: Impact of Carbon Pricing on Low-Carbon Innovation and Deep Decarbonisation: Controversies and Path Forward," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(4), pages 717-717, December.
    52. Jeroen van den Bergh & Wouter Botzen, 2020. "Low-carbon transition is improbable without carbon pricing," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(38), pages 23219-23220, September.
    53. Liu, Weiwei, 2014. "Modeling gasoline demand in the United States: A flexible semiparametric approach," Energy Economics, Elsevier, vol. 45(C), pages 244-253.
    54. Cao, Jing & Ho, Mun S. & Ma, Rong & Teng, Fei, 2021. "When carbon emission trading meets a regulated industry: Evidence from the electricity sector of China," Journal of Public Economics, Elsevier, vol. 200(C).
    55. He, Y.X. & Yang, L.F. & He, H.Y. & Luo, T. & Wang, Y.J., 2011. "Electricity demand price elasticity in China based on computable general equilibrium model analysis," Energy, Elsevier, vol. 36(2), pages 1115-1123.
    56. Li, Qi & Racine, Jeffrey S., 2010. "Smooth Varying-Coefficient Estimation And Inference For Qualitative And Quantitative Data," Econometric Theory, Cambridge University Press, vol. 26(6), pages 1607-1637, December.
    57. Steve Pye & Francis G. N. Li & James Price & Birgit Fais, 2017. "Achieving net-zero emissions through the reframing of UK national targets in the post-Paris Agreement era," Nature Energy, Nature, vol. 2(3), pages 1-7, March.
    58. Mu, Yaqian & Evans, Samuel & Wang, Can & Cai, Wenjia, 2018. "How will sectoral coverage affect the efficiency of an emissions trading system? A CGE-based case study of China," Applied Energy, Elsevier, vol. 227(C), pages 403-414.
    59. Jeroen den Bergh & Ivan Savin, 2021. "Impact of Carbon Pricing on Low-Carbon Innovation and Deep Decarbonisation: Controversies and Path Forward," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(4), pages 705-715, December.
    60. Joseph A. Cullen & Erin T. Mansur, 2017. "Inferring Carbon Abatement Costs in Electricity Markets: A Revealed Preference Approach Using the Shale Revolution," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 106-133, August.
    61. Chang, Yoosoon & Kim, Chang Sik & Miller, J. Isaac & Park, Joon Y. & Park, Sungkeun, 2014. "Time-varying Long-run Income and Output Elasticities of Electricity Demand with an Application to Korea," Energy Economics, Elsevier, vol. 46(C), pages 334-347.
    62. Stefano F. Verde, 2020. "The Impact Of The Eu Emissions Trading System On Competitiveness And Carbon Leakage: The Econometric Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 34(2), pages 320-343, April.
    63. Arnberg, Soren & Bjorner, Thomas Bue, 2007. "Substitution between energy, capital and labour within industrial companies: A micro panel data analysis," Resource and Energy Economics, Elsevier, vol. 29(2), pages 122-136, May.
    64. Hu, Yucai & Ren, Shenggang & Wang, Yangjie & Chen, Xiaohong, 2020. "Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China," Energy Economics, Elsevier, vol. 85(C).
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