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When ESG news talks: How media sentiment shapes corporate financial behavior in China

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  • Tan, Weijie
  • Liu, Yiqian
  • Teng, Mingming

Abstract

News sentiment affects company practices. Using Baidu News reports spanning 2007–2022 on Chinese A-share listed companies as text data and machine learning and text analysis methods, this study measures environmental, social, and governance (ESG) news sentiment indices. This study examines the impact of ESG news sentiment on corporate financial asset allocation. Findings reveal that optimistic ESG news sentiment has a significant negative impact on corporate financial asset allocation. Mechanism analysis indicates that ESG news sentiment can restrain corporate financialization by facilitating corporate access to ESG-related financial support, reducing operational risks, and promoting real investments, which weakens risk aversion and profit-seeking motives. Further analysis reveals that the financialization governance function of ESG news sentiment is more prominent for private enterprises, during nonrecession periods, and for heavily polluting enterprises. Moreover, it is significant in regions with superior digital financial development and higher ESG governance intensity. From the perspective of ESG news content and information, the environmental and governance dimensions of news sentiment and neutral ESG news attention exhibit stronger financialization suppression effects. This study provides a new perspective for addressing financialization concerns and demonstrates the supervisory influence of the media on corporate sustainability.

Suggested Citation

  • Tan, Weijie & Liu, Yiqian & Teng, Mingming, 2025. "When ESG news talks: How media sentiment shapes corporate financial behavior in China," Global Finance Journal, Elsevier, vol. 67(C).
  • Handle: RePEc:eee:glofin:v:67:y:2025:i:c:s1044028325000882
    DOI: 10.1016/j.gfj.2025.101161
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    References listed on IDEAS

    as
    1. Feng, Jingwen & Goodell, John W. & Shen, Dehua, 2022. "ESG rating and stock price crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 46(PB).
    2. Li, Weihao & Hu, Hongbing & Hong, Zekun, 2024. "Green finance policy, ESG rating, and cost of debt——Evidence from China," International Review of Financial Analysis, Elsevier, vol. 92(C).
    3. Li, Xing & Shen, Guangjun, 2023. "Do tax incentives decelerate corporate financialization? Evidence from the VAT reform in China," Economic Modelling, Elsevier, vol. 125(C).
    4. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    5. Firth, Michael & Lin, Chen & Liu, Ping & Wong, Sonia M.L., 2009. "Inside the black box: Bank credit allocation in China's private sector," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1144-1155, June.
    6. Du, Yanan & Wang, Qingxi & Zhou, Jianping, 2023. "How does digital inclusive finance affect economic resilience: Evidence from 285 cities in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    7. Baker, Malcolm & Wurgler, Jeffrey, 2004. "Appearing and disappearing dividends: The link to catering incentives," Journal of Financial Economics, Elsevier, vol. 73(2), pages 271-288, August.
    8. Zuo, Junqing & Zhang, Wei & Hu, Mingya & Feng, Xu & Zou, Gaofeng, 2022. "Employee relations and stock price crash risk: Evidence from employee lawsuits," International Review of Financial Analysis, Elsevier, vol. 82(C).
    9. 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.
    10. Demir, FIrat, 2009. "Financial liberalization, private investment and portfolio choice: Financialization of real sectors in emerging markets," Journal of Development Economics, Elsevier, vol. 88(2), pages 314-324, March.
    11. Naumer, Hans-Jörg & Yurtoglu, Burcin, 2022. "It is not only what you say, but how you say it: ESG, corporate news, and the impact on CDS spreads," Global Finance Journal, Elsevier, vol. 52(C).
    12. Ran Duchin & Thomas Gilbert & Jarrad Harford & Christopher Hrdlicka, 2017. "Precautionary Savings with Risky Assets: When Cash Is Not Cash," Journal of Finance, American Finance Association, vol. 72(2), pages 793-852, April.
    13. Zhang, Ning & Zhang, Yue & Zong, Zhe, 2023. "Fund ESG performance and downside risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 86(C).
    14. Roland Bénabou & Jean Tirole, 2010. "Individual and Corporate Social Responsibility," Economica, London School of Economics and Political Science, vol. 77(305), pages 1-19, January.
    15. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    16. Caroline Flammer, 2018. "Competing for government procurement contracts: The role of corporate social responsibility," Strategic Management Journal, Wiley Blackwell, vol. 39(5), pages 1299-1324, May.
    17. Bardos, Katsiaryna Salavei & Ertugrul, Mine & Gao, Lucia Silva, 2020. "Corporate social responsibility, product market perception, and firm value," Journal of Corporate Finance, Elsevier, vol. 62(C).
    18. Aerts, Walter & Cormier, Denis, 2009. "Media legitimacy and corporate environmental communication," Accounting, Organizations and Society, Elsevier, vol. 34(1), pages 1-27, January.
    19. Froud, Julie, et al, 2000. "Restructuring for Shareholder Value and Its Implications for Labour," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 24(6), pages 771-797, November.
    20. Bajo, Emanuele & Raimondo, Carlo, 2017. "Media sentiment and IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 139-153.
    21. Riccetti, Luca & Russo, Alberto & Gallegati, Mauro, 2016. "Financialisation and crisis in an agent based macroeconomic model," Economic Modelling, Elsevier, vol. 52(PA), pages 162-172.
    22. Chen, Zhongfei & Xie, Guanxia, 2022. "ESG disclosure and financial performance: Moderating role of ESG investors," International Review of Financial Analysis, Elsevier, vol. 83(C).
    23. Zabihollah Rezaee & Ling Tuo, 2019. "Are the Quantity and Quality of Sustainability Disclosures Associated with the Innate and Discretionary Earnings Quality?," Journal of Business Ethics, Springer, vol. 155(3), pages 763-786, March.
    24. 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.
    25. Danny Zhao‐Xiang Huang, 2022. "Environmental, social and governance factors and assessing firm value: valuation, signalling and stakeholder perspectives," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1983-2010, April.
    26. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    27. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Post-Print halshs-01321227, HAL.
    28. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    29. Zhang, Tianjiao & Shen, Zhe & Sun, Qian, 2022. "Product market advertising and stock price crash risk," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
    30. Jiaxing You & Bohui Zhang & Le Zhang, 2018. "Who Captures the Power of the Pen?," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 43-96.
    31. Kenji Kutsuna & Janet Kiholm Smith & Richard L. Smith, 2009. "Public Information, IPO Price Formation, and Long‐Run Returns: Japanese Evidence," Journal of Finance, American Finance Association, vol. 64(1), pages 505-546, February.
    32. Engelbert Stockhammer, 2004. "Financialisation and the slowdown of accumulation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(5), pages 719-741, September.
    33. Lily Fang & Joel Peress, 2009. "Media Coverage and the Cross‐section of Stock Returns," Journal of Finance, American Finance Association, vol. 64(5), pages 2023-2052, October.
    34. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    35. James M. Snyder & David Strömberg, 2010. "Press Coverage and Political Accountability," Journal of Political Economy, University of Chicago Press, vol. 118(2), pages 355-408, April.
    36. Xingchen Wan & Jie Yang & Slavi Marinov & Jan-Peter Calliess & Stefan Zohren & Xiaowen Dong, 2020. "Sentiment Correlation in Financial News Networks and Associated Market Movements," Papers 2011.06430, arXiv.org, revised Feb 2021.
    37. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    38. Zhou, Bole & Ge, Wanjun, 2025. "ESG in the headlines: Media-driven reputational risk and stock performance," Global Finance Journal, Elsevier, vol. 66(C).
    39. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    40. Du, Julan & Li, Chang & Wang, Yongqin, 2017. "A comparative study of shadow banking activities of non-financial firms in transition economies," China Economic Review, Elsevier, vol. 46(S), pages 35-49.
    41. Yu, Haixu & Liang, Chuanyu & Liu, Zhaohua & Wang, He, 2023. "News-based ESG sentiment and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 88(C).
    42. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    43. Felipe Teixeira Dias & Ana Regina de Aguiar Dutra & Anelise Leal Vieira Cubas & Matheus Frederico Ferreira Henckmaier & Max Courval & José Baltazar Salgueirinho Osório de Andrade Guerra, 2023. "Sustainable development with environmental, social and governance: Strategies for urban sustainability," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 528-539, February.
    44. Jacob Boudoukh & Ronen Feldman & Shimon Kogan & Matthew Richardson, 2019. "Information, Trading, and Volatility: Evidence from Firm-Specific News," The Review of Financial Studies, Society for Financial Studies, vol. 32(3), pages 992-1033.
    45. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Journal of Business Ethics, Springer, vol. 148(3), pages 647-671, March.
    46. Chen, Shu & Han, Xiaoyan & Zhang, Zili & Zhao, Xuejun, 2023. "ESG investment in China: Doing well by doing good," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    47. Handa, Puneet & Kothari, S P & Wasley, Charles, 1993. "Sensitivity of Multivariate Tests of the Capital Asset-Pricing Model to the Return Measurement Interval," Journal of Finance, American Finance Association, vol. 48(4), pages 1543-1551, September.
    48. Huynh, Toan Luu Duc & Foglia, Matteo & Nasir, Muhammad Ali & Angelini, Eliana, 2021. "Feverish sentiment and global equity markets during the COVID-19 pandemic," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1088-1108.
    49. Paul C. Godfrey & Craig B. Merrill & Jared M. Hansen, 2009. "The relationship between corporate social responsibility and shareholder value: an empirical test of the risk management hypothesis," Strategic Management Journal, Wiley Blackwell, vol. 30(4), pages 425-445, April.
    50. 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.
    51. Singh, Rahul & Chanda, Rupa, 2021. "Technical regulations, intermediate inputs, and performance of firms: Evidence from India," Journal of International Economics, Elsevier, vol. 128(C).
    52. Li, Huxing & Wang, Yuran & Zhang, Heng, 2023. "How does family exit affect family business financialization?," Finance Research Letters, Elsevier, vol. 58(PB).
    53. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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