IDEAS home Printed from https://ideas.repec.org/a/bla/acctfi/v64y2024i5p4619-4646.html

Learning ESG from stock prices: Evidence from a quasi‐natural experiment in China

Author

Listed:
  • Zeyuan Huang
  • Yi Si
  • Gaoliang Tian
  • Chongwu Xia
  • Lei Zhang

Abstract

This study examines the impact of stock market liberalisation on managerial environmental, social and governance (ESG) learning from stock prices. Using a quasi‐natural experiment, specifically the Shanghai‐Hong Kong Stock Connect (SHHKC) and Shenzhen‐Hong Kong Stock Connect (SZHKC), we find that stock market liberalisation enhances firms' ESG expenditure sensitivity to stock prices, implying that managers extract greater amounts of ESG information from stock prices. Additionally, the mechanism test shows that liberalisation influences managerial learning by enabling stock prices to incorporate foreign investors' private ESG information at both aggregated and granular levels. Moreover, we demonstrate the specific ESG information that managers acquire from stock prices. We also find that the learning effects are stronger for firms in polluting industries, without ESG‐proficient managers, and without access to alternative learning channels, lending further support to managerial ESG learning from stock prices. Finally, we demonstrate that the increase in ESG expenditure leads to subsequent ESG performance improvement. Our findings provide the managerial implication that managers under transformation pressure may seek information from ESG‐related stock price reactions.

Suggested Citation

  • Zeyuan Huang & Yi Si & Gaoliang Tian & Chongwu Xia & Lei Zhang, 2024. "Learning ESG from stock prices: Evidence from a quasi‐natural experiment in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(5), pages 4619-4646, December.
  • Handle: RePEc:bla:acctfi:v:64:y:2024:i:5:p:4619-4646
    DOI: 10.1111/acfi.13292
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/acfi.13292
    Download Restriction: no

    File URL: https://libkey.io/10.1111/acfi.13292?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Edmans, Alex & Jayaraman, Sudarshan & Schneemeier, Jan, 2017. "The source of information in prices and investment-price sensitivity," Journal of Financial Economics, Elsevier, vol. 126(1), pages 74-96.
    2. Qiang Cheng & Fei Du & Brian Yutao Wang & Xin Wang, 2019. "Do Corporate Site Visits Impact Stock Prices?," Contemporary Accounting Research, John Wiley & Sons, vol. 36(1), pages 359-388, March.
    3. Lin, Karen Jingrong & Tan, Jinsong & Zhao, Liming & Karim, Khondkar, 2015. "In the name of charity: Political connections and strategic corporate social responsibility in a transition economy," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 327-346.
    4. Kewei Hou & Tobias J. Moskowitz, 2005. "Market Frictions, Price Delay, and the Cross-Section of Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 981-1020.
    5. Tong Lu & Konduru Sivaramakrishnan & Yanyan Wang & Lisheng Yu, 2021. "The Real Effects of Mandatory Corporate Social Responsibility Reporting in China," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1493-1516, May.
    6. Yuming Zhang & Juanjuan Zhang & Zhang Cheng, 2021. "Stock Market Liberalization and Corporate Green Innovation: Evidence from China," IJERPH, MDPI, vol. 18(7), pages 1-22, March.
    7. X. Xu & S. Zeng & C. Tam, 2012. "Stock Market’s Reaction to Disclosure of Environmental Violations: Evidence from China," Journal of Business Ethics, Springer, vol. 107(2), pages 227-237, May.
    8. Zhang, Qi & Yu, Zhi & Kong, Dongmin, 2019. "The real effect of legal institutions: Environmental courts and firm environmental protection expenditure," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    9. Dongmin Kong & Jia Liu & Yanan Wang & Ling Zhu, 2024. "Employee Stock Ownership Plans and Corporate Environmental Engagement," Journal of Business Ethics, Springer, vol. 189(1), pages 177-199, January.
    10. Zuo, Luo, 2016. "The informational feedback effect of stock prices on management forecasts," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 391-413.
    11. Azar, José & Duro, Miguel & Kadach, Igor & Ormazabal, Gaizka, 2021. "The Big Three and corporate carbon emissions around the world," Journal of Financial Economics, Elsevier, vol. 142(2), pages 674-696.
    12. 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.
    13. Bae, Kee-Hong & Ozoguz, Arzu & Tan, Hongping & Wirjanto, Tony S., 2012. "Do foreigners facilitate information transmission in emerging markets?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 209-227.
    14. Itay Goldstein, 2023. "Information in Financial Markets and Its Real Effects," Review of Finance, European Finance Association, vol. 27(1), pages 1-32.
    15. Moshirian, Fariborz & Tian, Xuan & Zhang, Bohui & Zhang, Wenrui, 2021. "Stock market liberalization and innovation," Journal of Financial Economics, Elsevier, vol. 139(3), pages 985-1014.
    16. Sudarshan Jayaraman & Joanna Shuang Wu, 2019. "Is Silence Golden? Real Effects of Mandatory Disclosure," The Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2225-2259.
    17. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    18. Cao, Jie & Titman, Sheridan & Zhan, Xintong & Zhang, Weiming, 2023. "ESG Preference, Institutional Trading, and Stock Return Patterns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 58(5), pages 1843-1877, August.
    19. Yuanzhi Luo, 2005. "Do Insiders Learn from Outsiders? Evidence from Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 60(4), pages 1951-1982, August.
    20. Gormley, Todd A. & Gupta, Vishal K. & Matsa, David A. & Mortal, Sandra C. & Yang, Lukai, 2023. "The Big Three and board gender diversity: The effectiveness of shareholder voice," Journal of Financial Economics, Elsevier, vol. 149(2), pages 323-348.
    21. Philip Bond & Alex Edmans & Itay Goldstein, 2012. "The Real Effects of Financial Markets," Annual Review of Financial Economics, Annual Reviews, vol. 4(1), pages 339-360, October.
    22. Liu, Clark & Wang, Shujing & Wei, K.C. John, 2021. "Demand shock, speculative beta, and asset prices: Evidence from the Shanghai-Hong Kong Stock Connect program," Journal of Banking & Finance, Elsevier, vol. 126(C).
    23. Yunsen Chen & Jianqiao Huang & Xiao Li & Qingbo Yuan, 2022. "Does stock market liberalization improve stock price efficiency? Evidence from China," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(7-8), pages 1175-1210, July.
    24. Alex Edmans & Itay Goldstein & Wei Jiang, 2012. "The Real Effects of Financial Markets: The Impact of Prices on Takeovers," Journal of Finance, American Finance Association, vol. 67(3), pages 933-971, June.
    25. Itzhak Ben-David & John R. Graham, 2013. "Managerial Miscalibration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1547-1584.
    26. Hong, Xin & Zhuang, Zhuang & Kang, Di & Wang, Zhibin, 2019. "Do corporate site visits impact hedge fund performance?," Pacific-Basin Finance Journal, Elsevier, vol. 56(C), pages 113-128.
    27. Ye, Mao & Zheng, Miles Y. & Zhu, Wei, 2023. "The effect of tick size on managerial learning from stock prices," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    28. Chen, Guang & Wang, Min, 2023. "Stock market liberalization and earnings management: Evidence from the China–Hong Kong Stock Connects," Finance Research Letters, Elsevier, vol. 58(PB).
    29. Amy P. Hutton & Lian Fen Lee & Susan Z. Shu, 2012. "Do Managers Always Know Better? The Relative Accuracy of Management and Analyst Forecasts," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(5), pages 1217-1244, December.
    30. Darendeli, Alper & Fiechter, Peter & Hitz, Jörg-Markus & Lehmann, Nico, 2022. "The role of corporate social responsibility (CSR) information in supply-chain contracting: Evidence from the expansion of CSR rating coverage," Journal of Accounting and Economics, Elsevier, vol. 74(2).
    31. Shane S. Dikolli & Mary Margaret Frank & Zhe Michael Guo & Luann J. Lynch, 2022. "Walk the talk: ESG mutual fund voting on shareholder proposals," Review of Accounting Studies, Springer, vol. 27(3), pages 864-896, September.
    32. Huang, Rui & Duan, Kunyue, 2024. "Research on the influence of capital market liberalization on the ESG performance of listed companies—A quasinatural experiment based on the Shanghai-Hong Kong and Shenzhen-Hong Kong Stock Connects," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
    33. DeFond, Mark & Zhang, Jieying, 2014. "A review of archival auditing research," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 275-326.
    34. Yazhou Ellen & Bige Kahraman & Michelle Lowry, 2023. "ES Risks and Shareholder Voice," The Review of Financial Studies, Society for Financial Studies, vol. 36(12), pages 4824-4863.
    35. Bright Asante-Appiah & Tamara A. Lambert, 2023. "The role of the external auditor in managing environmental, social, and governance (ESG) reputation risk," Review of Accounting Studies, Springer, vol. 28(4), pages 2589-2641, December.
    36. Olivier Dessaint & Thierry Foucault & Laurent Frésard & Adrien Matray, 2019. "Noisy Stock Prices and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 32(7), pages 2625-2672.
    37. Tharindra Ranasinghe & Lin Yi & Ling Zhou, 2023. "Do auditors charge a client business risk premium? Evidence from audit fees and derivative hedging in the U.S. oil and gas industry," Review of Accounting Studies, Springer, vol. 28(2), pages 1107-1139, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wenjing Ouyang & Samuel H. Szewczyk & Jeffrey Miles, 2025. "Female directors on the sensitivity of investment to growth opportunities," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(1), pages 713-752, March.
    2. Luo, Runmei & Ye, Yong & Li, Manman & Li, Jingxin, 2025. "Pooling wisdom: The impact of investors' private information transmission on corporate investment efficiency," Emerging Markets Review, Elsevier, vol. 69(C).
    3. Wang, Le & Tian, Gaoliang & Chen, Xiaoyan, 2025. "Corporate site visits disclosure and investment-q sensitivity," Pacific-Basin Finance Journal, Elsevier, vol. 94(C).
    4. Ye, Mao & Zheng, Miles Y. & Zhu, Wei, 2023. "The effect of tick size on managerial learning from stock prices," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    5. Pereira da Silva, Paulo, 2021. "Do managers pay attention to the market? A review of the relationship between stock price informativeness and investment," Journal of Multinational Financial Management, Elsevier, vol. 59(C).
    6. Zhang, Teng & Xu, Zhiwei, 2023. "The informational feedback effect of stock prices on corporate investments: A comparison of new energy firms and traditional energy firms in China," Energy Economics, Elsevier, vol. 127(PA).
    7. Suman Banerjee & Shiyang Huang & Vikram Nanda & Steven Chong Xiao, 2023. "Managerial Overconfidence and Market Feedback Effects," Management Science, INFORMS, vol. 69(12), pages 7285-7305, December.
    8. Itay Goldstein, 2023. "Information in Financial Markets and Its Real Effects," Review of Finance, European Finance Association, vol. 27(1), pages 1-32.
    9. Jin, Ling & Li, Zhisheng & Lu, Lei & Ni, Xiaoran, 2023. "Does stock market rescue affect investment efficiency in the real sector?," Journal of Financial Markets, Elsevier, vol. 65(C).
    10. Sani, Jalal & Shroff, Nemit & White, Hal, 2023. "Spillover effects of mandatory portfolio disclosures on corporate investment," Journal of Accounting and Economics, Elsevier, vol. 76(2).
    11. Itay Goldstein & Shijie Yang & Luo Zuo, 2020. "The Real Effects of Modern Information Technologies: Evidence from the EDGAR Implementation," NBER Working Papers 27529, National Bureau of Economic Research, Inc.
    12. Xie, Lingmin & Chen, Zhian & Li, Donghui & Tan, Hongping, 2022. "Foreign analysts and managerial investment learning from stock markets," Journal of Multinational Financial Management, Elsevier, vol. 64(C).
    13. Xu, Zhiwei & Liu, Xuan & Zhang, Teng & Ren, Pengyue, 2024. "Do corporate managers glean information from their stock prices? New evidence from China's strategic emerging industries," Economic Modelling, Elsevier, vol. 141(C).
    14. Zhang, Rachel Xi, 2023. "Do Managers learn from institutional investors through direct interactions?," Journal of Accounting and Economics, Elsevier, vol. 75(2).
    15. Yan Meng & Lingyun Xiong & Lijuan Xiao & Min Bai, 2023. "The effect of overseas investors on local market efficiency: evidence from the Shanghai/Shenzhen–Hong Kong Stock Connect," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-32, December.
    16. Darren Bernard & Elsa Maria Juliani & Alastair Lawrence, 2024. "Can executives predict how firm news maps to stock price? A field study at the onset of COVID-19," Review of Accounting Studies, Springer, vol. 29(4), pages 3176-3217, December.
    17. Jin, Zhi & Duan, Tingting & Lin, Bingxuan & Xu, Ke, 2025. "Stock market liberalization and corporate R&D disclosure: evidence from China," Journal of International Money and Finance, Elsevier, vol. 159(C).
    18. Charles G. McClure & Shawn X. Shi & Edward M. Watts, 2025. "Information acquisition costs and price informativeness: global evidence," Review of Accounting Studies, Springer, vol. 30(3), pages 2468-2507, September.
    19. Aliyev, Nihad & Huseynov, Fariz & Rzayev, Khaladdin, 2025. "The good and evil of algos: Investment-to-price sensitivity and the learning hypothesis," Journal of Corporate Finance, Elsevier, vol. 94(C).
    20. Thanh Huong Nguyen, 2019. "Information and Noise in Stock Markets: Evidence on the Determinants and Effects Using New Empirical Measures," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 7-2019, January-A.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:acctfi:v:64:y:2024:i:5:p:4619-4646. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/aaanzea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.