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Excess stock returns and corporate environmental performance in China

Author

Listed:
  • Dandan Ma

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Pengxiang Zhai

    (Beihang University)

  • Dayong Zhang

    (Southwestern University of Finance and Economics)

  • Qiang Ji

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

Abstract

Using unbalanced panel data on 3326 Chinese listed companies from 2014 to 2021, this study investigates the impact of corporate environmental performance on China’s excess stock returns. The results show that stocks of companies with better environmental performance earn significantly higher excess returns, indicating the existence of green returns in the Chinese stock market. We further reveal that heightened climate-change concerns can boost the stock market’s green returns, while tightened climate policies decrease green returns by increasing long-term carbon risk. Our findings are robust to endogeneity problems and hold great implications for both investors and policymakers.

Suggested Citation

  • Dandan Ma & Pengxiang Zhai & Dayong Zhang & Qiang Ji, 2024. "Excess stock returns and corporate environmental performance in China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-30, December.
  • Handle: RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-023-00569-0
    DOI: 10.1186/s40854-023-00569-0
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    References listed on IDEAS

    as
    1. Hao Liang & Luc Renneboog, 2017. "On the Foundations of Corporate Social Responsibility," Journal of Finance, American Finance Association, vol. 72(2), pages 853-910, April.
    2. Sadok El Ghoul & Omrane Guedhami & Hakkon Kim & Kwangwoo Park, 2018. "Corporate Environmental Responsibility and the Cost of Capital: International Evidence," Journal of Business Ethics, Springer, vol. 149(2), pages 335-361, May.
    3. Arno Riedl & Paul Smeets, 2017. "Why Do Investors Hold Socially Responsible Mutual Funds?," Journal of Finance, American Finance Association, vol. 72(6), pages 2505-2550, December.
    4. Husted, Lucas & Rogers, John & Sun, Bo, 2020. "Monetary policy uncertainty," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 20-36.
    5. Bradford Cornell, 2021. "ESG preferences, risk and return," European Financial Management, European Financial Management Association, vol. 27(1), pages 12-19, January.
    6. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    7. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    8. Marien de Haan & Lammertjan Dam & Bert Scholtens, 2012. "The drivers of the relationship between corporate environmental performance and stock market returns," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 2(3-4), pages 338-375, October.
    9. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    10. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    11. Dang, Tri Vi & Xu, Zhaoxia, 2018. "Market Sentiment and Innovation Activities," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1135-1161, June.
    12. Philippe Le Billon & Païvi Lujala & Devyani Singh & Vance Culbert & Berit Kristoffersen, 2021. "Fossil fuels, climate change, and the COVID-19 crisis: pathways for a just and green post-pandemic recovery," Climate Policy, Taylor & Francis Journals, vol. 21(10), pages 1347-1356, November.
    13. Eugene F Fama & Kenneth R French & Andrew KarolyiEditor, 2020. "Comparing Cross-Section and Time-Series Factor Models," Review of Finance, European Finance Association, vol. 33(5), pages 1891-1926.
    14. repec:bla:jfinan:v:43:y:1988:i:2:p:507-28 is not listed on IDEAS
    15. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022. "Dissecting green returns," Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
    16. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    17. Fama, Eugene F. & French, Kenneth R., 2007. "Disagreement, tastes, and asset prices," Journal of Financial Economics, Elsevier, vol. 83(3), pages 667-689, March.
    18. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    19. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    20. Kewei Hou & Chen Xue & Lu Zhang, 2020. "Replicating Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2019-2133.
    21. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross‐Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
    22. James Cordeiro & Manish Tewari, 2015. "Firm Characteristics, Industry Context, and Investor Reactions to Environmental CSR: A Stakeholder Theory Approach," Journal of Business Ethics, Springer, vol. 130(4), pages 833-849, September.
    23. Liu, Jianan & Stambaugh, Robert F. & Yuan, Yu, 2019. "Size and value in China," Journal of Financial Economics, Elsevier, vol. 134(1), pages 48-69.
    24. Corinne Le Quéré & Robert B. Jackson & Matthew W. Jones & Adam J. P. Smith & Sam Abernethy & Robbie M. Andrew & Anthony J. De-Gol & David R. Willis & Yuli Shan & Josep G. Canadell & Pierre Friedlingst, 2020. "Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement," Nature Climate Change, Nature, vol. 10(7), pages 647-653, July.
    25. Wei Zhang & Kai Yan & Dehua Shen, 2021. "Can the Baidu Index predict realized volatility in the Chinese stock market?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-31, December.
    26. Basu, S, 1977. "Investment Performance of Common Stocks in Relation to Their Price-Earnings Ratios: A Test of the Efficient Market Hypothesis," Journal of Finance, American Finance Association, vol. 32(3), pages 663-682, June.
    27. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    28. Jianzhuang Zheng & Muhammad Usman Khurram & Lifeng Chen, 2022. "Can Green Innovation Affect ESG Ratings and Financial Performance? Evidence from Chinese GEM Listed Companies," Sustainability, MDPI, vol. 14(14), pages 1-32, July.
    29. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    30. Alessi, Lucia & Ossola, Elisa & Panzica, Roberto, 2021. "What greenium matters in the stock market? The role of greenhouse gas emissions and environmental disclosures," Journal of Financial Stability, Elsevier, vol. 54(C).
    31. Sandra A. Waddock & Samuel B. Graves, 1997. "The Corporate Social Performance–Financial Performance Link," Strategic Management Journal, Wiley Blackwell, vol. 18(4), pages 303-319, April.
    32. Chordia, Tarun & Subrahmanyam, Avanidhar & Anshuman, V. Ravi, 2001. "Trading activity and expected stock returns," Journal of Financial Economics, Elsevier, vol. 59(1), pages 3-32, January.
    33. Novy-Marx, Robert, 2013. "The other side of value: The gross profitability premium," Journal of Financial Economics, Elsevier, vol. 108(1), pages 1-28.
    34. Xingqiang Du & Jianying Weng & Quan Zeng & Yingying Chang & Hongmei Pei, 2017. "Do Lenders Applaud Corporate Environmental Performance? Evidence from Chinese Private-Owned Firms," Journal of Business Ethics, Springer, vol. 143(1), pages 179-207, June.
    35. Dutta, Anupam & Bouri, Elie & Noor, Md Hasib, 2018. "Return and volatility linkages between CO2 emission and clean energy stock prices," Energy, Elsevier, vol. 164(C), pages 803-810.
    36. Olaf Stotz, 2021. "Expected and realized returns on stocks with high- and low-ESG exposure," Journal of Asset Management, Palgrave Macmillan, vol. 22(2), pages 133-150, March.
    37. Yu, Jian & Shi, Xunpeng & Guo, Dongmei & Yang, Longjian, 2021. "Economic policy uncertainty (EPU) and firm carbon emissions: Evidence using a China provincial EPU index," Energy Economics, Elsevier, vol. 94(C).
    38. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    39. Luo, Di, 2022. "ESG, liquidity, and stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 78(C).
    40. Le Luo & Qingliang Tang, 2014. "Carbon tax, corporate carbon profile and financial return," Pacific Accounting Review, Emerald Group Publishing Limited, vol. 26(3), pages 351-373, November.
    41. Bouri, Elie & Iqbal, Najaf & Klein, Tony, 2022. "Climate policy uncertainty and the price dynamics of green and brown energy stocks," Finance Research Letters, Elsevier, vol. 47(PB).
    42. Eugene F Fama & Kenneth R French, 2020. "Comparing Cross-Section and Time-Series Factor Models," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 1891-1926.
    43. Mihajlo Jakovljevic & Arcadio A. Cerda & Yansui Liu & Leidy García & Yuriy Timofeyev & Kristijan Krstic & John Fontanesi, 2021. "Sustainability Challenge of Eastern Europe—Historical Legacy, Belt and Road Initiative, Population Aging and Migration," Sustainability, MDPI, vol. 13(19), pages 1-18, October.
    44. Jeremiah Green & John R. M. Hand & X. Frank Zhang, 2017. "The Characteristics that Provide Independent Information about Average U.S. Monthly Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 30(12), pages 4389-4436.
    45. Kempf, Alexander & Osthoff, Peer, 2007. "The effect of socially responsible investing on portfolio performance," CFR Working Papers 06-10, University of Cologne, Centre for Financial Research (CFR).
    46. Hao Liang & Christopher Marquis & Luc Renneboog & Sunny Li Sun, 2018. "Future-Time Framing: The Effect of Language on Corporate Future Orientation," Organization Science, INFORMS, vol. 29(6), pages 1093-1111, December.
    47. Guo, Mengmeng & Kuai, Yicheng & Liu, Xiaoyan, 2020. "Stock market response to environmental policies: Evidence from heavily polluting firms in China," Economic Modelling, Elsevier, vol. 86(C), pages 306-316.
    48. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    49. Moinak Maiti, 2021. "Is ESG the succeeding risk factor?," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 11(3), pages 199-213, July.
    50. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    51. Richard P. Gregory & Jean Garner Stead & Edward Stead, 2021. "The global pricing of environmental, social, and governance (ESG) criteria," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 11(4), pages 310-329, October.
    52. Arjan Trinks & Gbenga Ibikunle & Machiel Mulder & Bert Scholtens, 2022. "Carbon Intensity and the Cost of Equity Capital," The Energy Journal, , vol. 43(2), pages 181-214, March.
    53. Fang, Jianchun & Gozgor, Giray & Lau, Chi-Keung Marco & Lu, Zhou, 2020. "The impact of Baidu Index sentiment on the volatility of China's stock markets," Finance Research Letters, Elsevier, vol. 32(C).
    54. Alexander Kempf & Peer Osthoff, 2007. "The Effect of Socially Responsible Investing on Portfolio Performance," European Financial Management, European Financial Management Association, vol. 13(5), pages 908-922, November.
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