IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2504.03311.html
   My bibliography  Save this paper

Information Leakages in the Green Bond Market

Author

Listed:
  • Darren Shannon
  • Jin Gong
  • Barry Sheehan

Abstract

Public announcement dates are used in the green bond literature to measure equity market reactions to upcoming green bond issues. We find a sizeable number of green bond announcements were pre-dated by anonymous information leakages on the Bloomberg Terminal. From a candidate set of 2,036 'Bloomberg News' and 'Bloomberg First Word' headlines gathered between 2016 and 2022, we identify 259 instances of green bond-related information being released before being publicly announced by the issuing firm. These pre-announcement leaks significantly alter the equity trading dynamics of the issuing firms over intraday and daily event windows. Significant negative abnormal returns and increased trading volumes are observed following news leaks about upcoming green bond issues. These negative investor reactions are concentrated amongst financial firms, and leaks that arrive pre-market or early in market trading. We find equity price movements following news leaks can be explained to a greater degree than following public announcements. Sectoral differences are also observed in the key drivers behind investor reactions to green bond leaks by non-financials (Tobin's Q and free cash flow) and financials (ROA). Our results suggest that information leakages have a strong impact on market behaviour, and should be accounted for in green bond literature. Our findings also have broader ramifications for financial literature going forward. Privileged access to financially material information, courtesy of the ubiquitous use of Bloomberg Terminals by professional investors, highlights the need for event studies to consider wider sets of communication channels to confirm the date at which information first becomes available.

Suggested Citation

  • Darren Shannon & Jin Gong & Barry Sheehan, 2025. "Information Leakages in the Green Bond Market," Papers 2504.03311, arXiv.org.
  • Handle: RePEc:arx:papers:2504.03311
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2504.03311
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    2. Pascual Berrone & Andrea Fosfuri & Liliana Gelabert, 2017. "Does Greenwashing Pay Off? Understanding the Relationship Between Environmental Actions and Environmental Legitimacy," Journal of Business Ethics, Springer, vol. 144(2), pages 363-379, August.
    3. Thomas H. Brush & Philip Bromiley & Margaretha Hendrickx, 2000. "The free cash flow hypothesis for sales growth and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 455-472, April.
    4. Miller, Merton H & Rock, Kevin, 1985. "Dividend Policy under Asymmetric Information," Journal of Finance, American Finance Association, vol. 40(4), pages 1031-1051, September.
    5. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    6. Duca, Eric & Dutordoir, Marie & Veld, Chris & Verwijmeren, Patrick, 2012. "Why are convertible bond announcements associated with increasingly negative issuer stock returns? An arbitrage-based explanation," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 2884-2899.
    7. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    8. George Serafeim & Aaron Yoon, 2022. "Which Corporate ESG News Does the Market React To?," Financial Analysts Journal, Taylor & Francis Journals, vol. 78(1), pages 59-78, January.
    9. Joel Peress, 2014. "The Media and the Diffusion of Information in Financial Markets: Evidence from Newspaper Strikes," Journal of Finance, American Finance Association, vol. 69(5), pages 2007-2043, October.
    10. Joon Chae, 2005. "Trading Volume, Information Asymmetry, and Timing Information," Journal of Finance, American Finance Association, vol. 60(1), pages 413-442, February.
    11. Vishaal Baulkaran, 2019. "Stock market reaction to green bond issuance," Journal of Asset Management, Palgrave Macmillan, vol. 20(5), pages 331-340, September.
    12. Jan Bartholdy & Dennis Olson & Paula Peare, 2007. "Conducting Event Studies on a Small Stock Exchange," The European Journal of Finance, Taylor & Francis Journals, vol. 13(3), pages 227-252.
    13. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    14. 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.
    15. Henryk Gurgul & Paweł Majdosz, 2007. "The informational content of insider trading disclosures: empirical results for the Polish stock market," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 15(1), pages 1-19, March.
    16. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    17. Martin Lebelle & Souad Lajili Jarjir & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," JRFM, MDPI, vol. 13(2), pages 1-21, February.
    18. Shawn D. Howton & Shelly W. Howton & Steven B. Perfect, 1998. "The Market Reaction To Straight Debt Issues: The Effects Of Free Cash Flow," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 21(2), pages 219-228, June.
    19. Dong, Hanmin & Zhang, Lin & Zheng, Huanhuan, 2024. "Green bonds: Fueling green innovation or just a fad?," Energy Economics, Elsevier, vol. 135(C).
    20. Amin, Md Ruhul & Mazumder, Sharif & Aktas, Elvan, 2023. "Busy board and corporate debt maturity structure," Global Finance Journal, Elsevier, vol. 58(C).
    21. Tan, Xiujie & Dong, Hanmin & Liu, Yishuang & Su, Xin & Li, Zixian, 2022. "Green bonds and corporate performance: A potential way to achieve green recovery," Renewable Energy, Elsevier, vol. 200(C), pages 59-68.
    22. Bin Ke & Kathy Petroni, 2004. "How Informed Are Actively Trading Institutional Investors? Evidence from Their Trading Behavior before a Break in a String of Consecutive Earnings Increases," Journal of Accounting Research, Wiley Blackwell, vol. 42(5), pages 895-927, December.
    23. Markus K. Brunnermeier, 2005. "Information Leakage and Market Efficiency," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 417-457.
    24. Chaplinsky, Susan & Hansen, Robert S, 1993. "Partial Anticipation, the Flow of Information and the Economic Impact of Corporate Debt Sales," The Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 709-732.
    25. Piet Sercu & Martina Vandebroek & Tom Vinaimont, 2008. "Thin-Trading Effects in Beta: Bias "v." Estimation Error," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(9-10), pages 1196-1219.
    26. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    27. Stefano Dellavigna & Joshua M. Pollet, 2009. "Investor Inattention and Friday Earnings Announcements," Journal of Finance, American Finance Association, vol. 64(2), pages 709-749, April.
    28. Anna Cieslak & Adair Morse & Annette Vissing‐Jorgensen, 2019. "Stock Returns over the FOMC Cycle," Journal of Finance, American Finance Association, vol. 74(5), pages 2201-2248, October.
    29. Francis, J & Pagach, D & Stephan, J, 1992. "The Stock-Market Response To Earnings Announcements Released During Trading Versus Nontrading Periods," Journal of Accounting Research, Wiley Blackwell, vol. 30(2), pages 165-184.
    30. Alex Edmans & Marcin Kacperczyk, 2022. "Sustainable Finance [A simplemodel of capital market equilibrium with incomplete information]," Review of Finance, European Finance Association, vol. 26(6), pages 1309-1313.
    31. Qin Lei & Xuewu Wang, 2014. "Time†Varying Liquidity Trading, Private Information and Insider Trading," European Financial Management, European Financial Management Association, vol. 20(2), pages 321-351, March.
    32. Li, Hui & Liu, Hong & Siganos, Antonios, 2016. "A comparison of the stock market reactions of convertible bond offerings between financial and non-financial institutions: Do they differ?," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 356-366.
    33. Shao-Chi Chang & Sheng-Syan Chen & Ailing Hsing & Chia Huang, 2007. "Investment opportunities, free cash flow, and stock valuation effects of secured debt offerings," Review of Quantitative Finance and Accounting, Springer, vol. 28(2), pages 123-145, February.
    34. Wang, Jiazhen & Chen, Xin & Li, Xiaoxia & Yu, Jing & Zhong, Rui, 2020. "The market reaction to green bond issuance: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    35. Rakesh Kumar Verma & Rohit Bansal, 2023. "Stock Market Reaction on Green-Bond Issue: Evidence from Indian Green-Bond Issuers," Vision, , vol. 27(2), pages 264-272, April.
    36. Michaelides, Alexander & Milidonis, Andreas & Nishiotis, George P. & Papakyriakou, Panayiotis, 2015. "The adverse effects of systematic leakage ahead of official sovereign debt rating announcements," Journal of Financial Economics, Elsevier, vol. 116(3), pages 526-547.
    37. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    38. Foster, F Douglas & Viswanathan, S, 1993. "The Effect of Public Information and Competition on Trading Volume and Price Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 23-56.
    39. Howton, Shawn D & Howton, Shelly W & Perfect, Steven B, 1998. "The Market Reaction to Straight Debt Issues: The Effects of Free Cash Flow," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 21(2), pages 219-228, Summer.
    40. repec:eme:mfppss:mf-09-2020-0481 is not listed on IDEAS
    41. Piet Sercu & Martina Vandebroek & Tom Vinaimont, 2008. "Thin‐Trading Effects in Beta: Bias v. Estimation Error," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(9‐10), pages 1196-1219, November.
    42. Jochen M. Schmittmann & Yun Gao, 2022. "Green Bond Pricing and Greenwashing under Asymmetric Information," IMF Working Papers 2022/246, International Monetary Fund.
    43. Mario Levis, 1993. "The Long-Run Performance of Initial Public Offerings: The UK Experience 1980-1988," Financial Management, Financial Management Association, vol. 22(1), Spring.
    44. Bernile, Gennaro & Hu, Jianfeng & Tang, Yuehua, 2016. "Can information be locked up? Informed trading ahead of macro-news announcements," Journal of Financial Economics, Elsevier, vol. 121(3), pages 496-520.
    45. Souad Lajili Jarjir & Martin Lebelle & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," Post-Print hal-03044129, HAL.
    46. 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).
    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. Paul-Olivier KLEIN, 2017. "Do Shareholders Value Bond Offerings? A Meta-Analysis," Working Papers of LaRGE Research Center 2017-04, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    2. Linnenluecke, Martina K. & Chen, Xiaoyan & Ling, Xin & Smith, Tom & Zhu, Yushu, 2017. "Research in finance: A review of influential publications and a research agenda," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 188-199.
    3. Michaely, Roni & Rubin, Amir & Vedrashko, Alexander, 2016. "Are Friday announcements special? Overcoming selection bias," Journal of Financial Economics, Elsevier, vol. 122(1), pages 65-85.
    4. Babl, Christian & Fausel, Andreas & Kuhlman, Leonard & Schiereck, Dirk, 2014. "Werteffekte auf Anleiheemissionen: Eine Note für deutsche Emittenten," Die Unternehmung - Swiss Journal of Business Research and Practice, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 68(1), pages 8-22.
    5. Kent Daniel & David Hirshleifer & Lin Sun, 2020. "Short- and Long-Horizon Behavioral Factors," The Review of Financial Studies, Society for Financial Studies, vol. 33(4), pages 1673-1736.
    6. Guo, Lin & Mech, Timothy S., 2000. "Conditional event studies, anticipation, and asymmetric information: the case of seasoned equity issues and pre-issue information releases," Journal of Empirical Finance, Elsevier, vol. 7(2), pages 113-141, August.
    7. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    8. Dang, Man & Puwanenthiren, Premkanth & Truong, Cameron & Henry, Darren & Vo, Xuan Vinh, 2022. "Audit quality and seasoned equity offerings methods," International Review of Financial Analysis, Elsevier, vol. 83(C).
    9. Ghadeer Khartabiel & Ahmad Abu-Alkheil & Tunku Salha Tunku Ahmad & Walayet Khan, 2020. "Shari’ah-compliant Sukuk versus conventional bond announcements: is there a wealth effect?," Review of Quantitative Finance and Accounting, Springer, vol. 54(3), pages 1059-1073, April.
    10. Prokop, Jörg & Walting, Matthias & Kahlen, Franziska, 2024. "Are more analysts better? The case of convertible bond announcement effects," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    11. Marc Zenzius & Christian Flore & Dirk Schiereck, 2022. "Tough times for seasoned equity offerings: performance during the COVID pandemic," Journal of Business Economics, Springer, vol. 92(9), pages 1491-1510, November.
    12. Kim, Hyeong Joon & Han, Seung Hun, 2019. "Convertible bond announcement returns, capital expenditures, and investment opportunities: Evidence from Korea," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 331-348.
    13. Jiongye Jin & Jianing Zhang, 2023. "The Stock Performance of Green Bond Issuers During COVID-19 Pandemic: The Case of China," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 30(1), pages 211-230, March.
    14. Ranjan D'Mello & Oranee Tawatnuntachai & Devrim Yaman, 2003. "Why Do Firms Issue Equity after Splitting Stocks?," The Financial Review, Eastern Finance Association, vol. 38(3), pages 323-350, August.
    15. Yuan, Mingqing, 2024. "Beyond green bonds: Stock market reactions to ESG bond announcements and issuances in Japan," MPRA Paper 120943, University Library of Munich, Germany.
    16. Dutordoir, Marie & Strong, Norman C. & Sun, Ping, 2018. "Corporate social responsibility and seasoned equity offerings," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 158-179.
    17. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    18. Yun Meng & Christos Pantzalis, 2021. "Lottery-type stocks and corporate strategies at the turn of the month," Review of Quantitative Finance and Accounting, Springer, vol. 56(3), pages 1027-1055, April.
    19. Ballester, Laura & González-Urteaga, Ana & Shen, Long, 2024. "Green bond issuance and credit risk: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 94(C).
    20. Krishnamurthy, Srinivasan & Spindt, Paul & Subramaniam, Venkat & Woidtke, Tracie, 2005. "Does investor identity matter in equity issues? Evidence from private placements," Journal of Financial Intermediation, Elsevier, vol. 14(2), pages 210-238, April.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arx:papers:2504.03311. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.