IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v75y2022icp271-287.html
   My bibliography  Save this article

Green credit policy and stock price crash risk of heavily polluting enterprises: Evidence from China

Author

Listed:
  • Shao, Hanhua
  • Wang, Yuansheng
  • Wang, Yao
  • Li, Yuanjia

Abstract

This study investigates how green credit guidelines (GCG) influence the stock price crash risk of heavily polluting enterprises by taking the implementation of GCG as a quasi-natural experiment. Using company-level data on China’s A-shares, we reveal that the implementation of GCG significantly increases the stock price crash risk of heavily polluting enterprises. Our channel test results suggest that GCG increases the stock price crash risk of heavily polluting enterprises by imposing financial constraints and decreasing the quality of information disclosure. Our cross-sectional test results indicate that the impact of GCG on stock price crash risk is more pronounced in state-owned enterprises and those with lower corporate governance and lower information transparency. Overall, by innovatively linking environmental regulations with stock market performance, we offer novel evidence of the unexpected impact of environmental policy on financial market stability.

Suggested Citation

  • Shao, Hanhua & Wang, Yuansheng & Wang, Yao & Li, Yuanjia, 2022. "Green credit policy and stock price crash risk of heavily polluting enterprises: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 271-287.
  • Handle: RePEc:eee:ecanpo:v:75:y:2022:i:c:p:271-287
    DOI: 10.1016/j.eap.2022.05.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592622000741
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2022.05.007?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. Su, Chi-Wei & Li, Wenhao & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Can green credit reduce the emissions of pollutants?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 205-219.
    2. Abedifar, Pejman & Li, Ming & Johnson, Dean & Song, Liang & Xing, Saipeng, 2019. "Accounting regulations, enforcement, and stock price crash risk: Global evidence in the banking industry," Journal of Contemporary Accounting and Economics, Elsevier, vol. 15(3).
    3. Wang, En-Ze & Lee, Chien-Chiang, 2022. "The impact of clean energy consumption on economic growth in China: Is environmental regulation a curse or a blessing?," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 39-58.
    4. Zhu, Zhaohui & Tan, Yafei, 2022. "Can green industrial policy promote green innovation in heavily polluting enterprises? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 59-75.
    5. 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.
    6. Chen, Yunsen & Xie, Yuan & You, Hong & Zhang, Yanan, 2018. "Does crackdown on corruption reduce stock price crash risk? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 125-141.
    7. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    8. Jeong†Bon Kim & Liandong Zhang, 2016. "Accounting Conservatism and Stock Price Crash Risk: Firm†level Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 412-441, March.
    9. Li, Yiwei & Zeng, Yeqin, 2019. "The impact of top executive gender on asset prices: Evidence from stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 528-550.
    10. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    11. Wei Zhu, 2016. "Accruals and price crashes," Review of Accounting Studies, Springer, vol. 21(2), pages 349-399, June.
    12. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    13. Mirko Draca & Stephen Machin & John Van Reenen, 2011. "Minimum Wages and Firm Profitability," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 129-151, January.
    14. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    15. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    16. Chaney, Paul K. & Faccio, Mara & Parsley, David, 2011. "The quality of accounting information in politically connected firms," Journal of Accounting and Economics, Elsevier, vol. 51(1-2), pages 58-76, February.
    17. Joseph D. Piotroski & T.J. Wong, 2012. "Institutions and Information Environment of Chinese Listed Firms," NBER Chapters, in: Capitalizing China, pages 201-242, National Bureau of Economic Research, Inc.
    18. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    19. Kim, Yongtae & Li, Haidan & Li, Siqi, 2014. "Corporate social responsibility and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 1-13.
    20. Kong, Dongmin & Shi, Lu & Zhang, Fan, 2021. "Explain or conceal? Causal language intensity in annual report and stock price crash risk," Economic Modelling, Elsevier, vol. 94(C), pages 715-725.
    21. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    22. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    23. S. P. Kothari & Susan Shu & Peter D. Wysocki, 2009. "Do Managers Withhold Bad News?," Journal of Accounting Research, Wiley Blackwell, vol. 47(1), pages 241-276, March.
    24. Wu, Jiamei & Chen, Zhibin & Guo, Chong, 2022. "How does anti-corruption affect green innovation? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 405-424.
    25. Lv, Chengchao & Bian, Baocheng & Lee, Chien-Chiang & He, Zhiwen, 2021. "Regional gap and the trend of green finance development in China," Energy Economics, Elsevier, vol. 102(C).
    26. Qiang Li & Tian Li & Hongtao Chen & Erwei Xiang & Wenjuan Ruan, 2019. "Executives' excess compensation, legitimacy, and environmental information disclosure in Chinese heavily polluting companies: The moderating role of media pressure," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(1), pages 248-256, January.
    27. Utpal Bhattacharya, 2008. "The Causes and Consequences of Recent Financial Market Bubbles: An Introduction," Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 3-10, January.
    28. Avery, Christopher & Zemsky, Peter, 1998. "Multidimensional Uncertainty and Herd Behavior in Financial Markets," American Economic Review, American Economic Association, vol. 88(4), pages 724-748, September.
    29. Hu, Juncheng & Li, Xiaorong & Duncan, Keith & Xu, Jia, 2020. "Corporate relationship spending and stock price crash risk: Evidence from China's anti-corruption campaign," Journal of Banking & Finance, Elsevier, vol. 113(C).
    30. Joseph D. Piotroski & T. J. Wong & Tianyu Zhang, 2015. "Political Incentives to Suppress Negative Information: Evidence from Chinese Listed Firms," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 405-459, May.
    31. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2021. "Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises," Energy Economics, Elsevier, vol. 94(C).
    32. Lee, Chi-Chuan & Lee, Chien-Chiang & Xiao, Shunyi, 2021. "Policy-related risk and corporate financing behavior: Evidence from China’s listed companies," Economic Modelling, Elsevier, vol. 94(C), pages 539-547.
    33. Callen, Jeffrey L. & Fang, Xiaohua, 2015. "Short interest and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 181-194.
    34. Wei Xiong, 2013. "Bubbles, Crises, and Heterogeneous Beliefs," NBER Working Papers 18905, National Bureau of Economic Research, Inc.
    35. Feng Wang & Siyue Yang & Ann Reisner & Na Liu, 2019. "Does Green Credit Policy Work in China? The Correlation between Green Credit and Corporate Environmental Information Disclosure Quality," Sustainability, MDPI, vol. 11(3), pages 1-15, January.
    36. Justin Lin & Xifang Sun & Ye Jiang, 2013. "Endowment, industrial structure, and appropriate financial structure: a new structural economics perspective," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 16(2), pages 109-122.
    37. Justin Yifu Lin & Xifang Sun & Ye Jiang, 2013. "Endowment, industrial structure, and appropriate financial structure: a new structural economics perspective," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 16(2), pages 109-122, June.
    38. Lee, Chien-Chiang & Xing, Wenwu & Lee, Chi-Chuan, 2022. "The impact of energy security on income inequality: The key role of economic development," Energy, Elsevier, vol. 248(C).
    39. Callen, Jeffrey L. & Fang, Xiaohua, 2015. "Religion and Stock Price Crash Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 169-195, April.
    40. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    41. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    42. Zhang, Dongyang, 2021. "Green credit regulation, induced R&D and green productivity: Revisiting the Porter Hypothesis," International Review of Financial Analysis, Elsevier, vol. 75(C).
    43. Hu, Guoqiang & Wang, Xiaoqi & Wang, Yu, 2021. "Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 98(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cen, Tao, 2023. "Green finance reform and stock price crash risk: Evidence from Chinese heavily polluting companies," Finance Research Letters, Elsevier, vol. 56(C).
    2. Wang, Hu & Jiang, Shuyang, 2023. "Green bond issuance and stock price informativeness," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 120-133.
    3. Zhao, Liange & Wang, Dongmei & Wang, Xueyuan & Zhang, Zhijian, 2023. "Impact of green finance on total factor productivity of heavily polluting enterprises: Evidence from green finance reform and innovation pilot zone," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 765-785.

    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. Chen, Jing & Liu, Xinghe & Ou, Fenghao & Lu, Meiting & Wang, Peipei, 2023. "Green lending and stock price crash risk: Evidence from the green credit reform in China," Journal of International Money and Finance, Elsevier, vol. 130(C).
    2. Kim, Jeong-Bon & Liao, Shushu & Liu, Yangke, 2021. "Married CEOs and Stock Price Crash Risk," QBS Working Paper Series 2021/09, Queen's University Belfast, Queen's Business School.
    3. Leilei Gu & Jinyu Liu & Yuchao Peng, 2022. "Locality Stereotype, CEO Trustworthiness and Stock Price Crash Risk: Evidence from China," Journal of Business Ethics, Springer, vol. 175(4), pages 773-797, February.
    4. 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).
    5. Liao, Lin & Sharma, Divesh & Yang, Yitang (Jenny) & Zhao, Rui, 2023. "Adoption and content of key audit matters and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 88(C).
    6. Chen Chen & Ting‐Chiao Huang & Mukesh Garg & Mehdi Khedmati, 2021. "Governments as customers: Exploring the effects of government customers on supplier firms’ information quality," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(9-10), pages 1630-1667, October.
    7. Hou, Canran & Liu, Huan, 2023. "Institutional cross-ownership and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 65(C).
    8. Richardson, Grant & Obaydin, Ivan & Liu, Chelsea, 2022. "The effect of accounting fraud on future stock price crash risk," Economic Modelling, Elsevier, vol. 117(C).
    9. Hu, Juncheng & Li, Xiaorong & Duncan, Keith & Xu, Jia, 2020. "Corporate relationship spending and stock price crash risk: Evidence from China's anti-corruption campaign," Journal of Banking & Finance, Elsevier, vol. 113(C).
    10. Lin, Tse-Chun & Liu, Jinyu & Ni, Xiaoran, 2022. "Foreign bank entry deregulation and stock market stability: Evidence from staggered regulatory changes," Journal of Empirical Finance, Elsevier, vol. 69(C), pages 185-207.
    11. Loureiro, Gilberto & Silva, Sónia, 2022. "Earnings management and stock price crashes post U.S. cross-delistings," International Review of Financial Analysis, Elsevier, vol. 82(C).
    12. Srinidhi, Bin & Liao, Qunfeng, 2020. "Family firms and crash risk: Alignment and entrenchment effects," Journal of Contemporary Accounting and Economics, Elsevier, vol. 16(2).
    13. Balachandran, Balasingham & Duong, Huu Nhan & Luong, Hoang & Nguyen, Lily, 2020. "Does takeover activity affect stock price crash risk? Evidence from international M&A laws," Journal of Corporate Finance, Elsevier, vol. 64(C).
    14. Zuo, Jingjing & Qiu, Baoyin & Zhu, Guoyiming & Lei, Guangyong, 2023. "Local speculative culture and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 64(C).
    15. Xu, Lin & Rao, Yulei & Cheng, Yingmei & Wang, Jianxin, 2020. "Internal coalition and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    16. Cao, Feng & Zhang, Xueyan & Yuan, Rongli, 2022. "Do geographically nearby major customers mitigate suppliers’ stock price crash risk?," The British Accounting Review, Elsevier, vol. 54(6).
    17. Li, Jie & Wang, Lidan & Zhou, Zhong-Qiang & Zhang, Yongjie, 2021. "Monitoring or tunneling? Information interaction among large shareholders and the crash risk of the stock price," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    18. Yang, Jun & Lu, Jing & Xiang, Cheng, 2020. "Company visits and stock price crash risk: Evidence from China," Emerging Markets Review, Elsevier, vol. 44(C).
    19. Chen, Yangyang & Fan, Qingliang & Yang, Xin & Zolotoy, Leon, 2021. "CEO early-life disaster experience and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 68(C).
    20. Chowdhury, Hasibul & Hodgson, Allan & Pathan, Shams, 2020. "Do external labour market incentives constrain bad news hoarding? The CEO's industry tournament and crash risk reduction," Journal of Corporate Finance, Elsevier, vol. 65(C).

    More about this item

    Keywords

    Green credit guidelines; Stock price crash risk; Heavily polluting enterprises; DID (difference-in-difference) model;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    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:ecanpo:v:75:y:2022:i:c:p:271-287. 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.journals.elsevier.com/economic-analysis-and-policy .

    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.