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Easing financial constraints through carbon trading

Author

Listed:
  • Qingyang Wu

    (Tsinghua University)

  • Siyu Ren

    (Nankai University
    Center for Transnationals’ Studies of Nankai University)

  • Yao Hou

    (Tsinghua University)

  • Zaoli Yang

    (Beijing University of Technology)

  • Congyu Zhao

    (University of International Business and Economics)

  • Xusheng Yao

    (Tianjin University)

Abstract

The augmentation of transactional volume within carbon emissions trading systems (ETS) is widely acknowledged as an efficacious mechanism for ensuring the efficient distribution of resources and financial support to corporations, significantly influencing their financing limitations. Despite its relevance, this subject has garnered scant attention in scholarly discourse. This research utilizes a panel dataset comprising Chinese listed firms from 2009 to 2019, applying the difference-in-differences approach to examine the correlation between the magnitude of carbon emissions trading in regional ETS pilots and the evolution of financial constraints. Our analysis reveals that a 1% escalation in carbon transaction volume correlates with a 0.1885% reduction in the financial constraints encountered by companies. This phenomenon is particularly salient among smaller enterprises in the eastern provinces and second-tier urban centers, and those engaged in the primary and secondary sectors. Moreover, our principal results demonstrate resilience across various sensitivity analyses, encompassing common trend scrutiny and alternative methodologies like propensity score matching estimation. The research further delves into the underlying mechanisms by which carbon trading can mitigate a firm’s fiscal pressures. Our examination identifies investment in intangible assets, improved carbon performance, and liquidity enhancement as key conduits. These findings carry substantial policy implications, advocating for governmental initiatives to bolster corporate engagement in ETS, thereby easing financial burdens while concurrently advancing environmental regulation and low-carbon transformation objectives.

Suggested Citation

  • Qingyang Wu & Siyu Ren & Yao Hou & Zaoli Yang & Congyu Zhao & Xusheng Yao, 2024. "Easing financial constraints through carbon trading," Empirical Economics, Springer, vol. 67(2), pages 655-691, August.
    • Handle: RePEc:spr:empeco:v:67:y:2024:i:2:d:10.1007_s00181-024-02565-4
    DOI: 10.1007/s00181-024-02565-4
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    1. Groves, Theodore & Ledyard, John O, 1977. "Optimal Allocation of Public Goods: A Solution to the "Free Rider" Problem," Econometrica, Econometric Society, vol. 45(4), pages 783-809, May.
    2. Wu, Qingyang & Wang, Yanying, 2022. "How does carbon emission price stimulate enterprises' total factor productivity? Insights from China's emission trading scheme pilots," Energy Economics, Elsevier, vol. 109(C).
    3. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    4. Lyu, Chenyan, 2021. "Regional Carbon Markets in China: Cointegration and Heterogeneity," Working Papers 13-2021, Copenhagen Business School, Department of Economics.
    5. Simon Alder & Lin Shao & Fabrizio Zilibotti, 2016. "Economic reforms and industrial policy in a panel of Chinese cities," Journal of Economic Growth, Springer, vol. 21(4), pages 305-349, December.
    6. Abel, Andrew B., 2018. "The effects of q and cash flow on investment in the presence of measurement error," Journal of Financial Economics, Elsevier, vol. 128(2), pages 363-377.
    7. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    8. Fang Zhang & Zhengjun Zhang, 2020. "The tail dependence of the carbon markets: The implication of portfolio management," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-17, August.
    9. Jianfeng Guo & Fu Gu & Yinpeng Liu & Xi Liang & Jianlei Mo & Ying Fan, 2020. "Assessing the impact of ETS trading profit on emission abatements based on firm-level transactions," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    10. Lewellen, Jonathan & Lewellen, Katharina, 2016. "Investment and Cash Flow: New Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(4), pages 1135-1164, August.
    11. Nancy Huyhebaert & Ann Gaeremynck & Filip Roodhooft & Linda M.. Van de Gucht, 2000. "New Firm Survival: The Effects of Start‐up Characteristics," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(5‐6), pages 627-651, June.
    12. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    13. Zhang, Dengjun & Sogn-Grundvåg, Geir, 2022. "Credit constraints and the severity of COVID-19 impact: Empirical evidence from enterprise surveys," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 337-349.
    14. Yu, Pei & Cai, Zhengfang & Sun, Yongping, 2021. "Does the emissions trading system in developing countries accelerate carbon leakage through OFDI? Evidence from China," Energy Economics, Elsevier, vol. 101(C).
    15. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
    16. repec:bla:jfinan:v:59:y:2004:i:5:p:2061-2092 is not listed on IDEAS
    17. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    18. R. H. Coase, 2013. "The Problem of Social Cost," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 837-877.
    19. Teixidó, Jordi & Verde, Stefano F. & Nicolli, Francesco, 2019. "The impact of the EU Emissions Trading System on low-carbon technological change: The empirical evidence," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    20. Nancy Huyhebaert & Ann Gaeremynck & Filip Roodhooft & Linda M.. Van de Gucht, 2000. "New Firm Survival: The Effects of Start-up Characteristics," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(5&6), pages 627-651.
    21. Dehejia, Rajeev, 2005. "Practical propensity score matching: a reply to Smith and Todd," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 355-364.
    22. Rittler, Daniel, 2012. "Price discovery and volatility spillovers in the European Union emissions trading scheme: A high-frequency analysis," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 774-785.
    23. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    24. Júlio Martins & Sandra Alves, 2010. "The Impact Of Intangible Assets On Financial And Governance Policies: A Literature Review," Portuguese Journal of Management Studies, ISEG, Universidade de Lisboa, vol. 0(1), pages 87-107.
    25. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    26. 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.
    27. Zhu Liu & Dabo Guan & Wei Wei & Steven J. Davis & Philippe Ciais & Jin Bai & Shushi Peng & Qiang Zhang & Klaus Hubacek & Gregg Marland & Robert J. Andres & Douglas Crawford-Brown & Jintai Lin & Hongya, 2015. "Reduced carbon emission estimates from fossil fuel combustion and cement production in China," Nature, Nature, vol. 524(7565), pages 335-338, August.
    28. Wu, Qingyang & Tan, Chang & Wang, Daoping & Wu, Yongtao & Meng, Jing & Zheng, Heran, 2023. "How carbon emission prices accelerate net zero: Evidence from China's coal-fired power plants," Energy Policy, Elsevier, vol. 177(C).
    29. Zhu, Bangzhu & Zhang, Mengfan & Huang, Liqing & Wang, Ping & Su, Bin & Wei, Yi-Ming, 2020. "Exploring the effect of carbon trading mechanism on China's green development efficiency: A novel integrated approach," Energy Economics, Elsevier, vol. 85(C).
    30. Bengang Li & Thomas Gasser & Philippe Ciais & Shilong Piao & Shu Tao & Yves Balkanski & Didier Hauglustaine & Juan-Pablo Boisier & Zhuo Chen & Mengtian Huang & Laurent Zhaoxin Li & Yue Li & Hongyan Li, 2016. "The contribution of China’s emissions to global climate forcing," Nature, Nature, vol. 531(7594), pages 357-361, March.
    31. Shao-Zhou Qi & Chao-Bo Zhou & Kai Li & Si-Yan Tang, 2021. "Influence of a pilot carbon trading policy on enterprises’ low-carbon innovation in China," Climate Policy, Taylor & Francis Journals, vol. 21(3), pages 318-336, March.
    32. Hasbrouck, Joel, 1995. "One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-1199, September.
    33. Lamont, Owen, 1997. "Cash Flow and Investment: Evidence from Internal Capital Markets," Journal of Finance, American Finance Association, vol. 52(1), pages 83-109, March.
    34. Yang, Lisha & Li, Yutianhao & Liu, Hongxun, 2021. "Did carbon trade improve green production performance? Evidence from China," Energy Economics, Elsevier, vol. 96(C).
    35. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    36. Prommin, Panu & Jumreornvong, Seksak & Jiraporn, Pornsit & Tong, Shenghui, 2016. "Liquidity, ownership concentration, corporate governance, and firm value: Evidence from Thailand," Global Finance Journal, Elsevier, vol. 31(C), pages 73-87.
    37. Steen Thomsen & Torben Pedersen, 2000. "Ownership structure and economic performance in the largest european companies," Strategic Management Journal, Wiley Blackwell, vol. 21(6), pages 689-705, June.
    38. Frederic Branger & Philippe Quirion & Julien Chevallier, 2016. "Carbon Leakage and Competitiveness of Cement and Steel Industries Under the EU ETS: Much Ado About Nothing," The Energy Journal, , vol. 37(3), pages 109-136, July.
    39. Qiping Xu & Taehyun Kim, 2022. "Financial Constraints and Corporate Environmental Policies," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 576-635.
    40. Jarrad Harford, 1999. "Corporate Cash Reserves and Acquisitions," Journal of Finance, American Finance Association, vol. 54(6), pages 1969-1997, December.
    41. Igor Cunha & Joshua Pollet & David Denis, 2020. "Why Do Firms Hold Cash? Evidence from Demographic Demand Shifts," The Review of Financial Studies, Society for Financial Studies, vol. 33(9), pages 4102-4138.
    42. Zhang, Yue-Jun & Wang, Wei, 2021. "How does China's carbon emissions trading (CET) policy affect the investment of CET-covered enterprises?," Energy Economics, Elsevier, vol. 98(C).
    43. 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).
    44. Zhihua Tian & Yanfang Tian & Yang Chen & Shuai Shao, 2020. "The economic consequences of environmental regulation in China: From a perspective of the environmental protection admonishing talk policy," Business Strategy and the Environment, Wiley Blackwell, vol. 29(4), pages 1723-1733, May.
    45. Milani, Sahar & Neumann, Rebecca, 2022. "R&D, patents, and financing constraints of the top global innovative firms," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 546-567.
    46. Todd A. Gormley & David A. Matsa, 2011. "Growing Out of Trouble? Corporate Responses to Liability Risk," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2781-2821.
    47. Figuerola-Ferretti, Isabel & Gonzalo, Jesús, 2010. "Modelling and measuring price discovery in commodity markets," Journal of Econometrics, Elsevier, vol. 158(1), pages 95-107, September.
    48. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
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