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ESG rating adjustment and capital market pricing efficiency: Evidence from China

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  • Ruan, Lei
  • Li, Jianing
  • Huang, Siqi

Abstract

Environmental, social, and governance (ESG) ratings serve as an important reference for investors, enabling them to assess the fundamental information of companies and make investment decisions, thereby enhancing capital market pricing efficiency. Frequent adjustments to ESG ratings will bring incremental information to the capital market. However, the mechanism of this information affecting capital market pricing efficiency remains unclear. Therefore, this paper empirically investigates the impact of ESG rating adjustments on capital market pricing efficiency. It explores the underlying mechanisms, using Chinese A-share listed companies from 2010 to 2023 as a case study. The findings reveal a significant negative relationship between ESG rating adjustments and capital market pricing efficiency. Specifically, the greater the degree of ESG rating adjustment, the more pronounced the phenomenon of asset mispricing, leading to a reduction in capital market pricing efficiency. This conclusion holds robust after conducting a series of endogeneity and robustness tests. Mechanistic analysis suggests that ESG rating adjustments exacerbate the degree of information asymmetry and diminish analyst forecast quality, which in turn impairs asset pricing efficiency. Heterogeneity analysis further indicates that the negative impact of ESG rating adjustments on capital market pricing efficiency is more pronounced in non-state-owned firms, firms with no significant internal control deficiencies, firms operating in polluting industries, and firms located in the eastern and central regions.

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  • Ruan, Lei & Li, Jianing & Huang, Siqi, 2025. "ESG rating adjustment and capital market pricing efficiency: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 98(C).
    • Handle: RePEc:eee:reveco:v:98:y:2025:i:c:s1059056025000085
    DOI: 10.1016/j.iref.2025.103845
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    1. Rodrigo Zeidan, 2022. "Why don't asset managers accelerate ESG investing? A sentiment analysis based on 13,000 messages from finance professionals," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3028-3039, November.
    2. Pan, Lei & Mishra, Vinod, 2018. "Stock market development and economic growth: Empirical evidence from China," Economic Modelling, Elsevier, vol. 68(C), pages 661-673.
    3. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    4. Eduardo Duque-Grisales & Javier Aguilera-Caracuel, 2021. "Environmental, Social and Governance (ESG) Scores and Financial Performance of Multilatinas: Moderating Effects of Geographic International Diversification and Financial Slack," Journal of Business Ethics, Springer, vol. 168(2), pages 315-334, January.
    5. Kent Walker & Fang Wan, 2012. "The Harm of Symbolic Actions and Green-Washing: Corporate Actions and Communications on Environmental Performance and Their Financial Implications," Journal of Business Ethics, Springer, vol. 109(2), pages 227-242, August.
    6. Bofinger, Yannik & Heyden, Kim J. & Rock, Björn, 2022. "Corporate social responsibility and market efficiency: Evidence from ESG and misvaluation measures," Journal of Banking & Finance, Elsevier, vol. 134(C).
    7. Sakaki, Hamid & Jory, Surendranath & Jackson, Dave, 2021. "Institutional investors’ ownership stability and their investee firms’ equity mispricing," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    8. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    9. Haw, In-Mu & Hu, Bingbing & Lee, Jay Junghun, 2015. "Product market competition and analyst forecasting activity: International evidence," Journal of Banking & Finance, Elsevier, vol. 56(C), pages 48-60.
    10. Christopher Marquis & Michael W. Toffel & Yanhua Zhou, 2016. "Scrutiny, Norms, and Selective Disclosure: A Global Study of Greenwashing," Organization Science, INFORMS, vol. 27(2), pages 483-504, April.
    11. Zhu Yang & Kung-Cheng Ho & Xixi Shen & Lisi Shi, 2020. "Disclosure Quality Rankings and Stock Misvaluation – Evidence from Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(14), pages 3468-3489, November.
    12. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    13. Wang, Juxian & Ma, Mengdi & Dong, Tianyi & Zhang, Zheyuan, 2023. "Do ESG ratings promote corporate green innovation? A quasi-natural experiment based on SynTao Green Finance's ESG ratings," International Review of Financial Analysis, Elsevier, vol. 87(C).
    14. Hou, Kewei & van Dijk, Mathijs A. & Zhang, Yinglei, 2012. "The implied cost of capital: A new approach," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 504-526.
    15. He, Feng & Guo, Xinyao & Yue, Pengpeng, 2024. "Media coverage and corporate ESG performance: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    16. Tiantian Tang & Liyan Yang, 2023. "Shaping corporate ESG performance: role of social trust in China's capital market," China Finance Review International, Emerald Group Publishing Limited, vol. 14(1), pages 34-75, December.
    17. Francisco Javier Forcadell & Elisa Aracil, 2017. "European Banks' Reputation for Corporate Social Responsibility," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 24(1), pages 1-14, January.
    18. Auer, Benjamin R. & Schuhmacher, Frank, 2016. "Do socially (ir)responsible investments pay? New evidence from international ESG data," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 51-62.
    19. James A. Ohlson, 2001. "Earnings, Book Values, and Dividends in Equity Valuation: An Empirical Perspective," Contemporary Accounting Research, John Wiley & Sons, vol. 18(1), pages 107-120, March.
    20. Allen, Franklin & Faulhaber, Gerald R., 1989. "Signalling by underpricing in the IPO market," Journal of Financial Economics, Elsevier, vol. 23(2), pages 303-323, August.
    21. Itay Goldstein & Alexandr Kopytov & Lin Shen & Haotian Xiang, 2022. "On ESG Investing: Heterogeneous Preferences, Information, and Asset Prices," NBER Working Papers 29839, National Bureau of Economic Research, Inc.
    22. Jun Su & Lin Xue, 2024. "ESG Performance, Demographic Trend, and Labour Investment Efficiency in China," Applied Economics Letters, Taylor & Francis Journals, vol. 31(20), pages 2207-2213, November.
    23. Lian, Yonghui & Ye, Tao & Zhang, Yiyang & Zhang, Lin, 2023. "How does corporate ESG performance affect bond credit spreads: Empirical evidence from China," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 352-371.
    24. George Serafeim & Aaron Yoon, 2023. "Stock price reactions to ESG news: the role of ESG ratings and disagreement," Review of Accounting Studies, Springer, vol. 28(3), pages 1500-1530, September.
    25. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    26. Byungcherl Charlie Sohn, 2012. "Analyst forecast, accounting conservatism and the related valuation implications," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 52, pages 311-341, October.
    27. Elizabeth Blankespoor & Ed Dehaan & John Wertz & Christina Zhu, 2019. "Why Do Individual Investors Disregard Accounting Information? The Roles of Information Awareness and Acquisition Costs," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 57(1), pages 53-84, March.
    28. Tsang, Albert & Frost, Tracie & Cao, Huijuan, 2023. "Environmental, Social, and Governance (ESG) disclosure: A literature review," The British Accounting Review, Elsevier, vol. 55(1).
    29. Florian Berg & Julian F Kölbel & Roberto Rigobon, 2022. "Aggregate Confusion: The Divergence of ESG Ratings [Corporate social responsibility and firm risk: theory and empirical evidence]," Review of Finance, European Finance Association, vol. 26(6), pages 1315-1344.
    30. Rajna Gibson Brandon & Philipp Krueger & Peter Steffen Schmidt, 2021. "ESG Rating Disagreement and Stock Returns," Financial Analysts Journal, Taylor & Francis Journals, vol. 77(4), pages 104-127, October.
    31. Hersh Shefrin, 2001. "Behavioral Corporate Finance," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(3), pages 113-126, September.
    32. Karl V. Lins & Henri Servaes & Ane Tamayo, 2017. "Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis," Journal of Finance, American Finance Association, vol. 72(4), pages 1785-1824, August.
    33. Rhodes-Kropf, Matthew & Robinson, David T. & Viswanathan, S., 2005. "Valuation waves and merger activity: The empirical evidence," Journal of Financial Economics, Elsevier, vol. 77(3), pages 561-603, September.
    34. Pedersen, Lasse Heje & Fitzgibbons, Shaun & Pomorski, Lukasz, 2021. "Responsible investing: The ESG-efficient frontier," Journal of Financial Economics, Elsevier, vol. 142(2), pages 572-597.
    35. Baker, Edward D. & Boulton, Thomas J. & Braga-Alves, Marcus V. & Morey, Matthew R., 2021. "ESG government risk and international IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 67(C).
    36. Austin Moss & James P. Naughton & Clare Wang, 2024. "The Irrelevance of Environmental, Social, and Governance Disclosure to Retail Investors," Management Science, INFORMS, vol. 70(4), pages 2626-2644, April.
    37. X. Frank Zhang, 2006. "Information Uncertainty and Analyst Forecast Behavior," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 565-590, June.
    38. Wang, Haijun & Jiao, Shuaipeng & Ge, Chen & Sun, Guanglin, 2024. "Corporate ESG rating divergence and excess stock returns," Energy Economics, Elsevier, vol. 129(C).
    39. Z. Barka & Taher Hamza & S. Mrad, 2023. "Corporate ESG Scores and Equity Market Misvaluation: Toward Ethical Investor Behavior," Post-Print hal-04435551, HAL.
    40. Wang, Kai & Li, Tingting & San, Ziyao & Gao, Hao, 2023. "How does corporate ESG performance affect stock liquidity? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    41. Chen, Yi-Chun & Hung, Mingyi & Wang, Yongxiang, 2018. "The effect of mandatory CSR disclosure on firm profitability and social externalities: Evidence from China," Journal of Accounting and Economics, Elsevier, vol. 65(1), pages 169-190.
    42. Chan, Kalok & Hameed, Allaudeen, 2006. "Stock price synchronicity and analyst coverage in emerging markets," Journal of Financial Economics, Elsevier, vol. 80(1), pages 115-147, April.
    43. David Hirshleifer & Sonya Seongyeon Lim & Siew Hong Teoh, 2009. "Driven to Distraction: Extraneous Events and Underreaction to Earnings News," Journal of Finance, American Finance Association, vol. 64(5), pages 2289-2325, October.
    44. Natalia Semenova & Lars Hassel, 2015. "On the Validity of Environmental Performance Metrics," Journal of Business Ethics, Springer, vol. 132(2), pages 249-258, December.
    45. Wang, Linyu & Ji, Yifan & Ni, Zhongxin, 2023. "Spillover of stock price crash risk: Do environmental, social and governance (ESG) matter?," International Review of Financial Analysis, Elsevier, vol. 89(C).
    46. van Binsbergen, Jules H. & Boons, Martijn & Opp, Christian C. & Tamoni, Andrea, 2023. "Dynamic asset (mis)pricing: Build-up versus resolution anomalies," Journal of Financial Economics, Elsevier, vol. 147(2), pages 406-431.
    47. Magali A. Delmas & Maria J. Montes‐Sancho, 2010. "Voluntary agreements to improve environmental quality: symbolic and substantive cooperation," Strategic Management Journal, Wiley Blackwell, vol. 31(6), pages 575-601, June.
    48. Broadstock, David C. & Matousek, Roman & Meyer, Martin & Tzeremes, Nickolaos G., 2020. "Does corporate social responsibility impact firms' innovation capacity? The indirect link between environmental & social governance implementation and innovation performance," Journal of Business Research, Elsevier, vol. 119(C), pages 99-110.
    49. Falcetti, Elisabetta & Raiser, Martin & Sanfey, Peter, 2002. "Defying the Odds: Initial Conditions, Reforms, and Growth in the First Decade of Transition," Journal of Comparative Economics, Elsevier, vol. 30(2), pages 229-250, June.
    50. Frankel, Richard & Lee, Charles M. C., 1998. "Accounting valuation, market expectation, and cross-sectional stock returns," Journal of Accounting and Economics, Elsevier, vol. 25(3), pages 283-319, June.
    51. Glosten, Lawrence R. & Harris, Lawrence E., 1988. "Estimating the components of the bid/ask spread," Journal of Financial Economics, Elsevier, vol. 21(1), pages 123-142, May.
    52. Gunnar Friede & Timo Busch & Alexander Bassen, 2015. "ESG and financial performance: aggregated evidence from more than 2000 empirical studies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(4), pages 210-233, October.
    53. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    54. Lin, Xudong & Zhu, Hao & Meng, Yiqun, 2023. "ESG greenwashing and equity mispricing: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PD).
    55. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    56. Wan, Jieru & Yin, Libo & Wu, You, 2024. "Return and volatility connectedness across global ESG stock indexes: Evidence from the time-frequency domain analysis," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 397-428.
    57. Jian Zhou & Xiaodong Lei & Jianglong Yu, 2024. "ESG rating divergence and corporate green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 2911-2930, May.
    58. Shuili Du & Kun Yu, 2021. "Do Corporate Social Responsibility Reports Convey Value Relevant Information? Evidence from Report Readability and Tone," Journal of Business Ethics, Springer, vol. 172(2), pages 253-274, August.
    59. Ping-Sheng Koh & Cuili Qian & Heli Wang, 2014. "Firm litigation risk and the insurance value of corporate social performance," Strategic Management Journal, Wiley Blackwell, vol. 35(10), pages 1464-1482, October.
    60. Avramov, Doron & Cheng, Si & Lioui, Abraham & Tarelli, Andrea, 2022. "Sustainable investing with ESG rating uncertainty," Journal of Financial Economics, Elsevier, vol. 145(2), pages 642-664.
    61. Ekkehart Boehmer & Juan (Julie) Wu, 2013. "Short Selling and the Price Discovery Process," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 287-322.
    62. Zhu Yang & Kung-Cheng Ho & Xixi Shen & Lisi Shi, 2020. "Disclosure Quality Rankings and Stock Misvaluation – Evidence from Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(14), pages 3468-3489, November.
    63. Soh Young In & Dane Rook & Ashby Monk, 2019. "Integrating Alternative Data (Also Known as ESG Data) in Investment Decision Making," Global Economic Review, Taylor & Francis Journals, vol. 48(3), pages 237-260, July.
    64. Bhandari, Avishek & Javakhadze, David, 2017. "Corporate social responsibility and capital allocation efficiency," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 354-377.
    65. Schiemann, Frank & Tietmeyer, Raphael, 2022. "ESG Controversies, ESG Disclosure and Analyst Forecast Accuracy," International Review of Financial Analysis, Elsevier, vol. 84(C).
    66. Gauri Bhat & Ole‐Kristian Hope & Tony Kang, 2006. "Does corporate governance transparency affect the accuracy of analyst forecasts?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(5), pages 715-732, December.
    67. Li, Keming, 2020. "Does Information Asymmetry Impede Market Efficiency? Evidence from Analyst Coverage," Journal of Banking & Finance, Elsevier, vol. 118(C).
    68. Jingyan Zhang & Jan De Spiegeleer & Wim Schoutens, 2021. "Implied Tail Risk and ESG Ratings," Mathematics, MDPI, vol. 9(14), pages 1-16, July.
    69. He, Feng & Feng, Yaqian & Hao, Jing, 2023. "Corporate ESG rating and stock market liquidity: Evidence from China," Economic Modelling, Elsevier, vol. 129(C).
    70. Barka, Zeineb & Hamza, Taher & Mrad, Senda, 2023. "Corporate ESG scores and equity market misvaluation: Toward ethical investor behavior," Economic Modelling, Elsevier, vol. 127(C).
    71. Bin Wang & Fangzheng Wang & Xiaofei Kong & Li Liu & Chunlu Liu, 2024. "Environmental, social, and governance disclosure and capital market mispricing," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 2383-2401, May.
    72. Aaron K. Chatterji & Rodolphe Durand & David I. Levine & Samuel Touboul, 2016. "Do ratings of firms converge? Implications for managers, investors and strategy researchers," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1597-1614, August.
    73. Zhang, Chunqiang & Hao, Dayu & Gao, Lu & Xia, Fan & Zhang, Linlang, 2024. "Do ESG ratings improve capital market trading activities?," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 195-210.
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