Citation: | HAO Zhuang, TIAN Man, ZHENG Haitao. How does the Green Credit Policy Affect the Default Risk of Enterprises?[J]. Journal of Beijing University of Aeronautics and Astronautics Social Sciences Edition. DOI: 10.13766/j.bhsk.1008-2204.2024.0691 |
Using a sample of Chinese A-share listed companies from 2009 to 2023, this paper examines whether the green credit policy affect the default risk of enterprises. The findingss indicate that the implementation of the green credit policy generally reduces the default risk of heavily polluting enterprises, especially in state-owned enterprises or firms with more substantial external supervision and a higher level of information disclosure. It can also be observed that this policy decreases heavily polluting enterprises' default risk mainly by lowering their debt levels and incentivizing corporate innovation. Dynamic test results show that in the short term, the decrease in corporate equity market value resulting from policy implementation outweighs the reduction in debt size. Subsequently, however, the effect of this policy on the reduction of their default risk is gradually enhanced with time. The potential benefits brought by encouraging enterprises to carry out technological innovation can also explain the long-term decline of their default risk. This study enriches the discussion on green credit policies and the influencing factors of default risk, and also clarifies the dynamic impact and potential mechanism through which green credit policies affect the default risk of heavily polluting enterprises.
[1] |
THOMPSON P, COWTON C J. Bringing the environment into bank lending: Implications for environmental reporting [J]. The British Accounting Review, 2003, 36(2): 197-218.
|
[2] |
WEN H W, LEE C C, ZHOU F X. Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises [J]. Energy Economics, 2021, 94: 105099.
|
[3] |
YAO S Y, PAN Y Y, SENSOY A, et al. Green credit policy and firm performance: What we learn from China [J]. Energy Economics, 2021, 101: 105415.
|
[4] |
丁志国, 丁垣竹, 金龙. 违约边界与效率缺口:企业债务违约风险识别[J]. 中国工业经济, 2021(4): 175-192.
|
[5] |
王馨, 王营. 绿色信贷政策增进绿色创新研究[J]. 管理世界, 2021, 37(6): 173-188.
|
[6] |
丁杰, 李仲飞, 黄金波. 绿色信贷政策能够促进企业绿色创新吗?——基于政策效应分化的视角[J]. 金融研究, 2022(12): 55-73.
|
[7] |
孟庆斌, 侯粲然, 鲁冰. 企业创新与违约风险[J]. 世界经济, 2019, 42(10): 169-192.
|
[8] |
BALLESTER L, GONZALEZ-URTEAGA A, MARTINEZ B. The role of internal corporate governance mechanisms on default risk: A systematic review for different institutional settings [J]. Research in International Business and Finance, 2020, 54: 101293.
|
[9] |
MERTON R C. On the pricing of corporate debt: The risk structure of interest rates [J]. The journal of Finance, 1974, 29(2): 449-470.
|
[10] |
BHARATH S T, SHUMWAY T. Forecasting default with the merton distance to default model [J]. The Review of Financial Studies, 2008, 21(3): 1339-1369.
|
[11] |
BROGAARD J, LI D, XIA Y. Stock liquidity and default risk [J]. Journal of Financial Economics, 2017, 124(3): 486-502.
|
[12] |
NADARAJAH S, DUONG H N, ALI S, et al. Stock liquidity and default risk around the world [J]. Journal of Financial Markets, 2021, 55: 100597.
|
[13] |
BAGHDADI G A, NGUYEN L H G, PODOLSKI E J. Board co-option and default risk [J]. Journal of Corporate Finance, 2020, 64: 101703.
|
[14] |
郑世林, 韩高峰, 石光. 房地产限购对公司违约风险的影响[J]. 世界经济, 2016, 39(10): 150-173.
|
[15] |
许红梅, 李春涛. 劳动保护、社保压力与企业违约风险——基于《社会保险法》实施的研究[J]. 金融研究, 2020(3): 115-133.
|
[16] |
吴晟, 武良鹏, 赵湘莲. 绿色信贷政策对制造业外部融资、经济增长和能源消费的影响[J]. 中国人口 • 资源与环境, 2021, 31(3): 96-107.
|
[17] |
MA X W, MA W W, ZHANG L, et al. The impact of green credit policy on energy efficient utilization in China [J]. Environmental Science and Pollution Research, 2021, 28(37): 52514-52528.
|
[18] |
ZHANG K, LI Y C, QI Y, et al. Can green credit policy improve environmental quality? Evidence from China [J]. Journal of Environmental Management, 2021, 298: 113445.
|
[19] |
郭俊杰, 方颖. 绿色信贷、融资结构与企业环境投资[J]. 世界经济, 2022, 45(8): 57-80.
|
[20] |
郭俊杰, 方颖. 绿色信贷政策、信贷歧视与企业债务融资[J]. 经济学(季刊), 2023, 23(6): 2231-2246.
|
[21] |
王艳丽, 类晓东, 龙如银. 绿色信贷政策提高了企业的投资效率吗?——基于重污染企业金融资源配置的视角[J]. 中国人口 • 资源与环境, 2021, 31(1): 123-133.
|
[22] |
张超林, 刘凤根. 绿色信贷政策、信贷资源配置与企业R&D投资——基于双重差分法的实证研究[J]. 管理评论, 2023, 35(7): 122-137.
|
[23] |
LIU X, WANG E, CAI D. Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China [J]. Finance Research Letters, 2019, 29: 129-135.
|
[24] |
苏冬蔚, 连莉莉. 绿色信贷是否影响重污染企业的投融资行为?[J]. 金融研究, 2018(12): 123-137.
|
[25] |
李俊成, 彭俞超, 王文蔚. 绿色信贷政策能否促进绿色企业发展?——基于风险承担的视角[J]. 金融研究, 2023(3): 112-130.
|
[26] |
屈梦杰, 毛莹. 绿色信贷对重污染企业信用风险的影响[J]. 河北金融, 2023(11): 11-18.
|
[27] |
孙志红, 罗桂香. 绿色信贷政策是否有效降低了重污染企业信贷风险[J]. 新疆农垦经济, 2024(6): 60-72.
|
[28] |
AOKI Y. The effect of bank relationships on bond spreads: Additional evidence from Japan [J]. Journal of Corporate Finance, 2021, 68: 101937.
|
[29] |
CATHCART L, DUFOUR A, ROSSI L, et al. The differential impact of leverage on the default risk of small and large firms [J]. Journal of Corporate Finance, 2020, 60(C): 101541.
|
[30] |
PORTER M E, LINDE C. Toward a new conception of the environment-competitiveness relationship [J]. Journal of Economic Perspectives, 1995, 9(4): 97-118.
|
[31] |
TIAN X, WANG T Y. Tolerance for failure and corporate innovation [J]. The Review of Financial Studies, 2014, 27(1): 211-255.
|
[32] |
颉茂华, 王瑾, 刘冬梅. 环境规制、技术创新与企业经营绩效[J]. 南开管理评论, 2014, 17(6): 106-113.
|
[33] |
杨蓉, 彭安祺. 环境规制、技术创新与重污染企业绩效[J]. 华东师范大学学报(哲学社会科学版), 2021, 53(1): 129-141.
|
[34] |
武运波, 高志刚. 环境规制、技术创新与工业经营绩效研究[J]. 统计与决策, 2019, 35(9): 102-105.
|
[35] |
SUCHMAN M C. Managing legitimacy: Strategic and institutional approaches [J]. Academy of Management Review, 1995, 20(3): 571-610.
|
[36] |
LI D Y, HUANG M, REN S G, et al. Environmental legitimacy, green innovation, and corporate carbon disclosure: Evidence from CDP China 100 [J]. Journal of Business Ethics, 2018, 150(4): 1089-1104.
|
[37] |
ZHANG Y J, WANG W. How does China's carbon emissions trading (CET) policy affect the investment of CET-covered enterprises? [J]. Energy Economics, 2021, 98: 105224.
|
[38] |
常莹莹, 曾泉. 环境信息透明度与企业信用评级——基于债券评级市场的经验证据[J]. 金融研究, 2019(5): 132-151.
|
[39] |
CORNETT M M, MARCUS A J, SAUNDERS A, et al. The impact of institutional ownership on corporate operating performance [J]. Journal of Banking & Finance, 2007, 31(6): 1771-1794.
|
[40] |
齐绍洲, 林屾, 崔静波. 环境权益交易市场能否诱发绿色创新?——基于我国上市公司绿色专利数据的证据[J]. 经济研究, 2018, 53(12): 129-143.
|
[41] |
李青原, 肖泽华. 异质性环境规制工具与企业绿色创新激励——来自上市企业绿色专利的证据[J]. 经济研究, 2020, 55(9): 192-208.
|
[42] |
刘金科, 肖翊阳. 中国环境保护税与绿色创新:杠杆效应还是挤出效应?[J]. 经济研究, 2022, 57(1): 72-88.
|
[43] |
HSU P H, LEE H H, LIU A Z, et al. Corporate innovation, default risk, and bond pricing [J]. Journal of Corporate Finance, 2015, 35: 329-344.
|
[44] |
邓路, 刘欢, 侯粲然. 金融资产配置与违约风险:蓄水池效应, 还是逐利效应?[J]. 金融研究, 2020(7): 172-189.
|
[45] |
GOYAL V K, WANG W. Debt maturity and asymmetric information: Evidence from default risk changes [J]. Journal of Financial and Quantitative Analysis, 2013, 48(3): 789-817.
|
[46] |
CAPASSO G, GIANFRATE G, SPINELLI M. Climate change and credit risk [J]. Journal of Cleaner Production, 2020, 266: 121634.
|
[47] |
丁志国, 张炎炎, 任浩锋. 供给侧结构性改革的“去产能”效应测度[J]. 数量经济技术经济研究, 2020, 37(7): 3-25.
|
[48] |
TIAN Y H, DING L J, YANG B, et al. The effects of de-capacity policy on steel and coal firms’profitability: Evidence from China’s listed companies [J]. Energies, 2022, 15(12): 1-17.
|