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Does carbon emissions trading affect the financial performance of high energy-consuming firms in China?

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  • Yue-Jun Zhang

    (Hunan University
    Hunan University)

  • Jing-Yue Liu

    (Hunan University
    Hunan University)

Abstract

Whether China’s carbon emissions trading (CET) has an impact on the financial performance of the market players of carbon trading, i.e., firms, is crucial to the sustainable development of national economy and carbon trading market. Based on the panel data of the listed firms in the seven high energy-consuming industries in China during 2010–2017, this paper uses the DID model to study the impact of CET on the firms’ financial performance. The empirical results show that the impact of CET on firms’ financial performance presents obvious industrial heterogeneity; CET policy reduces the financial performance of firms in the nonferrous metal industry but improves that in the power industry. In addition, with the implementation of CET policy, its impact on the financial performance of firms in the nonferrous metal and power industries is increasingly intensifying. Finally, there is a lag of 2–4 years on the impact of CET on the firms’ financial performance in the chemical, paper and aviation industries, and the effects change from negative to positive over time. That is, CET policy can hardly ensure that all firms are profitable in the short term, but there is still the possibility of profitability in the long term.

Suggested Citation

  • Yue-Jun Zhang & Jing-Yue Liu, 2019. "Does carbon emissions trading affect the financial performance of high energy-consuming firms 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. 95(1), pages 91-111, January.
    • Handle: RePEc:spr:nathaz:v:95:y:2019:i:1:d:10.1007_s11069-018-3434-5
    DOI: 10.1007/s11069-018-3434-5
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    as
    1. Gupta, Kartick, 2017. "Do economic and societal factors influence the financial performance of alternative energy firms?," Energy Economics, Elsevier, vol. 65(C), pages 172-182.
    2. Zhongxiang Zhang, 2015. "Carbon emissions trading in China: the evolution from pilots to a nationwide scheme," Climate Policy, Taylor & Francis Journals, vol. 15(sup1), pages 104-126, December.
    3. Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
    4. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    5. Wang, Ke & Wei, Yi-Ming & Huang, Zhimin, 2016. "Potential gains from carbon emissions trading in China: A DEA based estimation on abatement cost savings," Omega, Elsevier, vol. 63(C), pages 48-59.
    6. Misani, Nicola & Pogutz, Stefano, 2015. "Unraveling the effects of environmental outcomes and processes on financial performance: A non-linear approach," Ecological Economics, Elsevier, vol. 109(C), pages 150-160.
    7. Cong, Ren & Lo, Alex Y., 2017. "Emission trading and carbon market performance in Shenzhen, China," Applied Energy, Elsevier, vol. 193(C), pages 414-425.
    8. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    9. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    10. Andres Jauregui & Alan Tidwell & Diane Hite, 2017. "Sample Selection Approaches to Estimating House Price Cash Differentials," The Journal of Real Estate Finance and Economics, Springer, vol. 54(1), pages 117-137, January.
    11. Pokrivcak, J. & Michalek, J. & Ciaian, P., 2018. "The impact of producer organisations on farm performance: A case study of large farms in Slovakia," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277485, International Association of Agricultural Economists.
    12. Sergio Manrique & Carmen-Pilar Martí-Ballester, 2017. "Analyzing the Effect of Corporate Environmental Performance on Corporate Financial Performance in Developed and Developing Countries," Sustainability, MDPI, vol. 9(11), pages 1-30, October.
    13. Sandra Cavaco & Patricia Crifo, 2014. "CSR and financial performance: complementarity between environmental, social and business behaviours," Applied Economics, Taylor & Francis Journals, vol. 46(27), pages 3323-3338, September.
    14. Fang, Guochang & Tian, Lixin & Liu, Menghe & Fu, Min & Sun, Mei, 2018. "How to optimize the development of carbon trading in China—Enlightenment from evolution rules of the EU carbon price," Applied Energy, Elsevier, vol. 211(C), pages 1039-1049.
    15. Wang, Peng & Dai, Han-cheng & Ren, Song-yan & Zhao, Dai-qing & Masui, Toshihiko, 2015. "Achieving Copenhagen target through carbon emission trading: Economic impacts assessment in Guangdong Province of China," Energy, Elsevier, vol. 79(C), pages 212-227.
    16. Olivier Deschenes & Michael Greenstone & Joseph S. Shapiro, 2012. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program and Ozone Reductions," NBER Working Papers 18267, National Bureau of Economic Research, Inc.
    17. Zvi Griliches, 1984. "Market Value, R&D, and Patents," NBER Chapters, in: R&D, Patents, and Productivity, pages 249-252, National Bureau of Economic Research, Inc.
    18. Cong, Rong-Gang & Wei, Yi-Ming, 2010. "Potential impact of (CET) carbon emissions trading on China’s power sector: A perspective from different allowance allocation options," Energy, Elsevier, vol. 35(9), pages 3921-3931.
    19. Jaepil Choi & Heli Wang, 2009. "Stakeholder relations and the persistence of corporate financial performance," Strategic Management Journal, Wiley Blackwell, vol. 30(8), pages 895-907, August.
    20. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    21. Luong, Hoang & Moshirian, Fariborz & Nguyen, Lily & Tian, Xuan & Zhang, Bohui, 2017. "How Do Foreign Institutional Investors Enhance Firm Innovation?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(4), pages 1449-1490, August.
    22. Qiang Wang, 2013. "China has the capacity to lead in carbon trading," Nature, Nature, vol. 493(7432), pages 273-273, January.
    23. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    24. Bel, Germà & Holst, Maximilian, 2018. "Evaluation of the impact of Bus Rapid Transit on air pollution in Mexico City," Transport Policy, Elsevier, vol. 63(C), pages 209-220.
    25. Yang, Zhenbing & Fan, Meiting & Shao, Shuai & Yang, Lili, 2017. "Does carbon intensity constraint policy improve industrial green production performance in China? A quasi-DID analysis," Energy Economics, Elsevier, vol. 68(C), pages 271-282.
    26. Michalek, Jerzy & Ciaian, Pavel & Pokrivcak, Jan, 2018. "The impact of producer organizations on farm performance: The case study of large farms from Slovakia☆," Food Policy, Elsevier, vol. 75(C), pages 80-92.
    27. Yue-Jun Zhang & Jun-Fang Hao, 2017. "Carbon emission quota allocation among China’s industrial sectors based on the equity and efficiency principles," Annals of Operations Research, Springer, vol. 255(1), pages 117-140, August.
    28. Zhao, Xin-gang & Jiang, Gui-wu & Nie, Dan & Chen, Hao, 2016. "How to improve the market efficiency of carbon trading: A perspective of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1229-1245.
    29. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    30. Chang-Jing Ji & Yu-Jie Hu & Bao-Jun Tang, 2018. "Research on carbon market price mechanism and influencing factors: a literature review," 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. 92(2), pages 761-782, June.
    31. Yasemin Y. Kor & Joseph T. Mahoney, 2005. "How dynamics, management, and governance of resource deployments influence firm‐level performance," Strategic Management Journal, Wiley Blackwell, vol. 26(5), pages 489-496, May.
    32. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    33. Nuria Reguera-Alvarado & Pilar Fuentes & Joaquina Laffarga, 2017. "Does Board Gender Diversity Influence Financial Performance? Evidence from Spain," Journal of Business Ethics, Springer, vol. 141(2), pages 337-350, March.
    34. Xunpeng Shi & R. Grafton, 2010. "Efficiency impacts of the Chinese industrial transition: a quantitative evaluation of reforms in the coal industry," Economic Change and Restructuring, Springer, vol. 43(1), pages 1-19, February.
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