IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v85y2024ics0927538x2400101x.html
   My bibliography  Save this article

Information disclosure and ESG rating disagreement: Evidence from green bond issuance in China

Author

Listed:
  • Wang, Xue
  • Liu, Qingyuan

Abstract

We explore the relationship between information disclosure and ESG rating disagreement using China's A-share listed companies' green bond issuance from 2011 to 2021. We find a significantly positive correlation between corporate green bond issuance and ESG rating disagreement, which suggests that the ESG ratings disagreement among rating agencies tends to increase for firms with the issuance of green bonds. The results hold valid after a series of robustness tests. We also find that after issuing green bonds, the firm's ESG disclosure score improves significantly, especially in the environmental and social disclosure score components, indicating that firms indeed disclose additional environmental and social information along the issuance of green bonds, which leads to the increase of ESG rating disagreement among rating agencies. Especially, the effect on ESG rating disagreement of the information disclosure is more prominent for firms with more related information disclosed and more attention. In further analysis, we find a positive moderating effect of ESG reports between green bond issuance and ESG rating disagreement.

Suggested Citation

  • Wang, Xue & Liu, Qingyuan, 2024. "Information disclosure and ESG rating disagreement: Evidence from green bond issuance in China," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    • Handle: RePEc:eee:pacfin:v:85:y:2024:i:c:s0927538x2400101x
    DOI: 10.1016/j.pacfin.2024.102350
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X2400101X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.pacfin.2024.102350?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fatemi, Ali & Glaum, Martin & Kaiser, Stefanie, 2018. "ESG performance and firm value: The moderating role of disclosure," Global Finance Journal, Elsevier, vol. 38(C), pages 45-64.
    2. Monica Billio & Michele Costola & Iva Hristova & Carmelo Latino & Loriana Pelizzon, 2021. "Inside the ESG ratings: (Dis)agreement and performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1426-1445, September.
    3. Hervé Stolowy & Luc Paugam, 2018. "The expansion of non-financial reporting: an exploratory study," Accounting and Business Research, Taylor & Francis Journals, vol. 48(5), pages 525-548, July.
    4. Aabo, Tom & Giorici, Iasmina Cristina, 2023. "Do female CEOs matter for ESG scores?," Global Finance Journal, Elsevier, vol. 56(C).
    5. 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.
    6. Abeer Hassan & Essam Ibrahim, 2012. "Corporate Environmental Information Disclosure: Factors Influencing Companies' Success in Attaining Environmental Awards," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 19(1), pages 32-46, January.
    7. Kross, William J. & Suk, Inho, 2012. "Does Regulation FD work? Evidence from analysts' reliance on public disclosure," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 225-248.
    8. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    9. Cormier, Denis & Magnan, Michel, 2003. "Environmental reporting management: a continental European perspective," Journal of Accounting and Public Policy, Elsevier, vol. 22(1), pages 43-62.
    10. Yu, Ellen Pei-yi & Luu, Bac Van & Chen, Catherine Huirong, 2020. "Greenwashing in environmental, social and governance disclosures," Research in International Business and Finance, Elsevier, vol. 52(C).
    11. 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.
    12. Aaron K. Chatterji & David I. Levine & Michael W. Toffel, 2009. "How Well Do Social Ratings Actually Measure Corporate Social Responsibility?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(1), pages 125-169, March.
    13. 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.
    14. Samuel B. Bonsall & Brian P. Miller, 2017. "The impact of narrative disclosure readability on bond ratings and the cost of debt," Review of Accounting Studies, Springer, vol. 22(2), pages 608-643, June.
    15. Christopher Marquis & Cuili Qian, 2014. "Corporate Social Responsibility Reporting in China: Symbol or Substance?," Organization Science, INFORMS, vol. 25(1), pages 127-148, February.
    16. 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).
    17. Xiaoguang Zhou & Yadi Cui, 2019. "Green Bonds, Corporate Performance, and Corporate Social Responsibility," Sustainability, MDPI, vol. 11(23), pages 1-27, December.
    18. Michael D. Kimbrough & Xu (Frank) Wang & Sijing Wei & Jiarui (Iris) Zhang, 2024. "Does Voluntary ESG Reporting Resolve Disagreement among ESG Rating Agencies?," European Accounting Review, Taylor & Francis Journals, vol. 33(1), pages 15-47, January.
    19. Zhang, Jiawei & Li, Yuan & Xu, Hanwen & Ding, Yi, 2023. "Can ESG ratings mitigate managerial myopia? Evidence from Chinese listed companies," International Review of Financial Analysis, Elsevier, vol. 90(C).
    20. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    21. Vincenzo Capizzi & Eleonora Gioia & Giancarlo Giudici & Francesca Tenca, 2021. "The Divergence Of Esg Ratings: An Analysis Of Italian Listed Companies," Journal of Financial Management, Markets and Institutions (JFMMI), World Scientific Publishing Co. Pte. Ltd., vol. 9(02), pages 1-21, December.
    22. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    23. Xiang Deng & Xiang Cheng, 2019. "Can ESG Indices Improve the Enterprises’ Stock Market Performance?—An Empirical Study from China," Sustainability, MDPI, vol. 11(17), pages 1-13, September.
    24. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    25. Thomas P. Lyon & John W. Maxwell, 2011. "Greenwash: Corporate Environmental Disclosure under Threat of Audit," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(1), pages 3-41, March.
    26. Bolognesi, Enrica & Burchi, Alberto, 2023. "The impact of the ESG disclosure on sell-side analysts’ target prices: The new era post Paris agreements," Research in International Business and Finance, Elsevier, vol. 64(C).
    27. A. Lindgreen & V. Swaen & W. Johnston, 2009. "Corporate social responsibility : an empirical investigation of U.S. organizations," Post-Print hal-00575825, HAL.
    28. Steven Scalet & Thomas Kelly, 2010. "CSR Rating Agencies: What is Their Global Impact?," Journal of Business Ethics, Springer, vol. 94(1), pages 69-88, June.
    29. Sakis Kotsantonis & George Serafeim, 2019. "Four Things No One Will Tell You About ESG Data," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(2), pages 50-58, June.
    30. Adam Lindgreen & Valérie Swaen & Wesley Johnston, 2009. "Corporate Social Responsibility: An Empirical Investigation of U.S. Organizations," Journal of Business Ethics, Springer, vol. 85(2), pages 303-323, April.
    31. Carmelo Reverte, 2009. "Determinants of Corporate Social Responsibility Disclosure Ratings by Spanish Listed Firms," Journal of Business Ethics, Springer, vol. 88(2), pages 351-366, August.
    32. 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.
    33. Luluk Widyawati, 2021. "Measurement concerns and agreement of environmental social governance ratings," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1589-1623, April.
    34. Arya, Anil & Mittendorf, Brian, 2007. "The interaction among disclosure, competition between firms, and analyst following," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 321-339, July.
    35. Bradley, Daniel & Gokkaya, Sinan & Liu, Xi & Xie, Fei, 2017. "Are all analysts created equal? Industry expertise and monitoring effectiveness of financial analysts," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 179-206.
    36. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    37. J. Anthony Cookson & Marina Niessner, 2020. "Why Don't We Agree? Evidence from a Social Network of Investors," Journal of Finance, American Finance Association, vol. 75(1), pages 173-228, February.
    38. 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.
    39. Qiaoyan Sheng & Xuan Zheng & Nian Zhong, 2021. "Financing for sustainability: Empirical analysis of green bond premium and issuer heterogeneity," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2641-2651, July.
    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. Michele Rubino & Ilaria Mastrorocco & Giovanni Maria Garegnani, 2024. "The influence of market and institutional factors on ESG rating disagreement," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 3916-3926, September.
    2. Wang, Haijun & Jiao, Shuaipeng & Ge, Chen & Sun, Guanglin, 2024. "Corporate ESG rating divergence and excess stock returns," Energy Economics, Elsevier, vol. 129(C).
    3. Liu, Xiangqiang & Yang, Qingqing & Wei, Kai & Dai, Peng-Fei, 2024. "ESG rating disagreement and idiosyncratic return volatility: Evidence from China," Research in International Business and Finance, Elsevier, vol. 70(PB).
    4. 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.
    5. Ann Susan Thomas & Ambili Jayachandran & Ajithakumari Vijayappan Nair Biju, 2024. "Strategic mapping of the environmental social governance landscape in finance – A bibliometric exploration through concepts and themes," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 4428-4453, September.
    6. Marius Banke & Stephanie Lenger & Christiane Pott, 2022. "ESG Ratings in the Corporate Reporting of DAX40 Companies in Germany: Effects on Market Participants," Sustainability, MDPI, vol. 14(15), pages 1-21, August.
    7. Jun Lian & Xuanshun Huang & Xia Wu, 2024. "How green bonds promote firms' green collaborative innovation?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 2109-2126, May.
    8. Céline LOUCHE & Guillaume DELAUTRE & Gabriela BALVEDI PIMENTEL, 2023. "Assessing companies' decent work practices: An analysis of ESG rating methodologies," International Labour Review, International Labour Organization, vol. 162(1), pages 69-97, March.
    9. Xufei Zhang & Hongsheng Fang & Lin Guo, 2023. "Corporate Endowment Insurance Fee Reduction and Employee Wages: Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(2), pages 192-222, March.
    10. Burger, Eric & Grba, Fabian & Heidorn, Thomas, 2022. "The impact of ESG ratings on implied and historical volatility," Frankfurt School - Working Paper Series 230, Frankfurt School of Finance and Management.
    11. Fan Xia & Jiaying Chen & Xue Yang & Xiaoliang Li & Bing Zhang, 2023. "Financial constraints and corporate greenwashing strategies in China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1770-1781, July.
    12. Liu, Chen & Yang, Wei, 2023. "Does social insurance stimulate business creation? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    13. Soh Young In & Young Joon Lee & Robert G. Eccles, 2024. "Looking back and looking forward: A scientometric analysis of the evolution of corporate sustainability research over 47 years," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 2225-2259, May.
    14. Li, Yanxi & Yu, Conghui & Shi, Jinyan & Liu, Yuanyuan, 2023. "How does green bond issuance affect total factor productivity? Evidence from Chinese listed enterprises," Energy Economics, Elsevier, vol. 123(C).
    15. José‐Luis Godos‐Díez & Laura Cabeza‐García & Roberto Fernández‐Gago & Mariano Nieto‐Antolín, 2020. "Does CEO media exposure affect corporate social responsibility?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 825-840, March.
    16. Huang, Chenchen & Luo, Di & Mukherjee, Soumyatanu & Mishra, Tapas, 2022. "To Acquire or to Ally? Managing Partners’ Environmental Risk in International Expansion," MPRA Paper 121808, University Library of Munich, Germany, revised 07 Jan 2023.
    17. Zhihong Mao & Siyang Wang & Yu‐En Lin, 2024. "ESG, ESG rating divergence and earnings management: Evidence from China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(4), pages 3328-3347, July.
    18. Pruthiranjan Dwibedi & Debasis Pahi & Antarjyami Sahu, 2024. "Mapping the landscape of environmental, social and governance research: A bibliometric analysis," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 3745-3767, September.
    19. Chen, Hongtao & Fang, Xiumei & Xiang, Erwei & Ji, Xiaojia & An, Maolin, 2023. "Do online media and investor attention affect corporate environmental information disclosure？Evidence from Chinese listed companies," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 1022-1040.
    20. Zhang, Guanglong, 2023. "Regulatory-driven corporate greenwashing: Evidence from “low-carbon city” pilot policy in China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).

    More about this item

    Keywords

    Green bonds; ESG rating disagreement; ESG information disclosure;
    All these keywords.

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    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:eee:pacfin:v:85:y:2024:i:c:s0927538x2400101x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/pacfin .

    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.