The Impact and Mechanism of Green Bonds on Corporate Carbon Emissions—An Empirical Study of Multi-Period DID under the TOE Framework and Taking into Account TWFE Weighted

Authors

  • Ziyi Hong School ofTianjin University of Finance and Economics, Tianjin 300222, China
  • Yuxuan Zhang School ofTianjin University of Finance and Economics, Tianjin 300222, China
  • Anzhi Yang School ofTianjin University of Finance and Economics, Tianjin 300222, China

DOI:

https://doi.org/10.62051/6zasrg19

Keywords:

green bonds; corporate carbon emissions; TOE framework; difference-in-differences model.

Abstract

Green finance is widely regarded as an important policy tool for promoting the low-carbon transformation of enterprises, but its micro-governance effects and intrinsic mechanisms still need systematic testing. Based on data from A-share listed companies in Shanghai and Shenzhen from 2010 to 2023, this paper uses green bond policy as a quasi-natural experiment and employs a difference-in-differences model to identify the impact of green bonds on corporate carbon emissions. The study finds that green bond issuance significantly reduces corporate carbon emissions, a conclusion that holds true after multiple robustness tests. Mechanism testing shows that green bonds reduce corporate carbon emissions by alleviating corporate financing constraints, strengthening green investment incentives, promoting the simultaneous improvement of the quantity and quality of green innovation, and enhancing executives' green awareness. Further heterogeneity analysis based on the TOE framework reveals that the above-mentioned emission reduction effects are more significant in enterprises with higher levels of digital transformation, sufficient reserves of high-tech talent, strong risk-bearing capacity, and better ESG performance, as well as in regions with higher industry competition intensity and higher levels of environmental regulation. This paper reveals the path of green bonds in reducing corporate carbon emissions from a comprehensive perspective of the linkage between financing structure optimization, corporate governance improvement, and green technology innovation, providing new empirical evidence for improving the green finance system and promoting corporate green development.

Downloads

Download data is not yet available.

References

[1] Zhang Liangliang, Tian Juan, Yang Jingwei. Can joint institutional investors reduce corporate carbon emissions? — A perspective based on learning effects [J]. Accounting Monthly, 2025, 46(22):118-123.

[2] Cheng Shixiong, Chen Hui, Tang Lichen, et al. Green finance pilot policies and corporate carbon emissions—evidence from heavily polluting enterprises [J]. Technology Economics, 2025, 44(09):111-125.

[3] Zhang You. A Study on the Impact of Green Bond Issuance on Enterprises' New Productivity: A Mediation Effect Test Based on Breakthrough Green Innovation [J]. East China Economic Management, 2025, 39(10):1-10.

[4] Zhang Longtian, Yu Xuhan. Research on the impact of new quality productivity on enterprise carbon emissions—the role of national-level big data comprehensive pilot zones [J]. Industrial Technology and Economy, 2025, 44(09):24-33.

[5] Dong Kangyin, Liu Yang, Dong Xiucheng. The impact of green bonds on regional carbon emission reduction: a perspective based on environmental concern [J]. Journal of Beijing Institute of Technology (Social Sciences Edition), 2025, 27(04):42-53.

[6] Wang Huaiming, Ge Yushuai, Du Dongying. Does issuing green bonds improve accounting conservatism? [J]. Chinese Certified Public Accountant, 2025, (07): 23-32.

[7] Chen Yifei, Gu Ruihan, Xiao Peng. The impact of digital transformation on innovation performance of manufacturing enterprises from the perspective of absorption capacity [J]. Science and Technology Progress and Policy, 2025, 42(14):106-113.

[8] Liu Ziming, Ye Dezhu, Hu Ling. Green Bonds and Corporate Green Performance: A Perspective Based on Green Instruments and Greenwashing Instruments [J]. Modern Financial Research, 2025, 30(06): 86-101.

[9] Chen Yanli, Zhou Xuxin, Deng Menghua. The impact of issuing green bonds on the marginal carbon emission reduction costs of enterprises [J]. East China Economic Management, 2025, 39(06):108-118.

[10] Tao Feng, Zhai Shaoxuan, Wang Qiao. Digital Economy Policy and Cross-border Digital Innovation of Traditional Enterprises [J]. China Industrial Economics, 2025, (02): 118-136.

[11] Gui Liangjun, Wang Nuanxin. Corporate carbon emissions, carbon information disclosure and earnings manipulation [J]. Journal of Nanjing Audit University, 2025, 22(01):66-77.

[12] Liu Mengxin, Du Wei. A study on the impact of corporate ESG performance on corporate financing constraints [J]. Journal of North China University (Social Sciences Edition), 2025, 41(01):136-143.

[13] Yin Changping, Zhang Xudong. Can equity incentives for senior executives reduce corporate carbon emissions? [J]. Accounting Monthly, 2024, 45(21):52-58.

[14] Du Ying, Qi Baolei, Xue Zhixin. Vertical management reform of local environmental protection agencies and corporate carbon emissions [J]. Management Science, 2024, 37(04):109-125.

[15] Zhu Dongmei, Zhang Shuangshuang, Yang Chufeng, et al. Research on the impact of green bond issuance on high-quality enterprise development [J]. Journal of Southeast University (Philosophy and Social Sciences Edition), 2024, 26(04):62-76+151.

[16] Jiang Shuiquan, Tan Yunlin, Sun Fangcheng, et al. Low-carbon city construction, environmental auditing and corporate carbon emissions: a quasi-natural experiment based on low-carbon city pilot policies [J]. Auditing and Economic Research, 2024, 39(03):20-32.

[17] Wang Hailin, Chang Zhengwei, Chao Siming. Can Green Bond Financing Play a “Catfish Effect”? The Role of Green Bonds in Enterprises’ Technological Competitive Potential [J]. Financial Theory and Practice, 2024, (02): 51-64.

[18] Wang Hong. Green bonds and corporate financialization [J]. Finance and Economics, 2024, (03): 25-36.

[19] Xu Jinqiu. Research on corporate carbon emissions and financial leasing behavior [J]. Financial Theory and Practice, 2024, (01): 43-54.

[20] Shi Sheng, Zhang Ya. Research on the Impact and Mechanism of Green Finance Policy on Green Technology Innovation—Based on a Quasi-Natural Experiment in a Green Finance Reform and Innovation Pilot Zone [J]. Management Review, 2024, 36(01):107-118.

[21] Ren Xiaoshu. Green Bond Issuance and Corporate ESG Performance [J]. Contemporary Economic Management, 2024, 46(04):71-83.

[22] Liu Lijuan, Ren Yuqiang, Han Liping. Environmental awareness of senior executives and corporate ESG performance: A perspective based on corporate green development [J]. Accounting Friend, 2024, (01): 100-108.

[23] Sun Lingyan, Zhang Quanfei. Research on the impact of digital inclusive finance on corporate carbon emission intensity [J]. Jiangxi Social Sciences, 2023, 43(11):90-101.

[24] Wu Yanhua. Carbon peaking pressure, green technology innovation and corporate carbon emission efficiency [J]. Modern Management Science, 2023, (05): 11-20.

[25] Zheng Zhiqiang, Ma Yongjian, Fan Aijun. Environmental preferences, market competition and corporate green innovation [J]. Journal of Shandong University (Philosophy and Social Sciences Edition), 2023, (04): 125-136.

[26] Liu Hongduo, Chen Zhaoyong, Chen Xiaoshan. Environmental Performance Research on Digital Transformation: Micro-Evidence from Chinese Manufacturing Listed Companies [J]. Social Sciences, 2023, (05): 126-137+14.

[27] Yang Haochang, Zhong Shiquan, Li Lianshui. Green technology innovation and carbon emission efficiency: influencing mechanisms and rebound effects [J]. Science and Technology Progress and Policy, 2023, 40(08): 99-107.

[28] Li Yabing, Xia Yue, Zhao Zhen. The impact of executives' green cognition on the performance of heavily polluting enterprises: a moderated mediation model [J]. Science and Technology Progress and Policy, 2023, 40(07): 113-123.

[29] Jiang Ting. Mediating and moderating effects in empirical studies of causal inference [J]. China Industrial Economics, 2022, (05): 100-120.

[30] You Zhiting, Peng Zhihao, Li Peng. Research on the impact of green finance development on regional carbon emissions—taking green credit, green industry investment and green bonds as examples [J]. Financial Theory and Practice, 2022, (02): 69-77.

[31] Li Tao, Li Ang, Song Yimiao, et al. The value effect of market-incentive-based environmental regulation: A study based on carbon emission trading mechanism [J]. Science and Technology Management Research, 2021, 41(13):211-222.

[32] Liu Guanchun, Ye Yongwei, Zhang Jun. Social insurance contributions, corporate liquidity constraints and stable employment: a quasi-natural experiment based on the implementation of the Social Insurance Law [J]. China Industrial Economics, 2021, (05): 152-169.

[33] Chen Xiaobei, Chen Xueting. Media pressure, financing constraints and carbon emissions of industrial enterprises: the moderating role of green invention patents [J]. Science and Technology Progress and Policy, 2021, 38(12):69-78.

[34] Zhang Qi, Zheng Yao, Kong Dongmin. Regional environmental governance pressure, senior management experience and corporate environmental investment: A quasi-natural experiment based on the Ambient Air Quality Standard (2012) [J]. Economic Research, 2019, 54(06):183-198.

[35] Guo Jin. The impact of environmental regulations on green technology innovation: Chinese evidence of the "Porter effect" [J]. Finance and Trade Economics, 2019, 40(03): 147-160.

[36] Qiu Muyuan, Yin Hong. Corporate ESG performance and financing costs under the background of ecological civilization construction [J]. Quantitative Economics and Technological Economics Research, 2019, 36(03):108-123.

[37] Shen Hongtao, Huang Nan. Can carbon emission trading mechanisms improve corporate value? [J]. Finance and Trade Economics, 2019, 40(01): 144-161.

[38] Su Kun. A Study on the Impact of CEO Background Characteristics on Corporate Risk-Taking [J]. Contemporary Economic Management, 2016, 38(11):18-25.

[39] Yu Weina, Fan Yun, Ma Guimei, et al. A Study on the Relationship between Status and Innovation in Knowledge-Based Enterprises—Based on Risk-Taking and Innovation Support Mechanisms [J]. Science of Science and Management of Science and Technology, 2016, 37(01):80-94.

[40] Zhu Pingfang, Zhang Zhengyu, Jiang Guolin. FDI and Environmental Regulation: An Empirical Study Based on the Perspective of Local Decentralization [J]. Economic Research, 2011, 46(06): 133-145.

[41] Riley J G. Credit rationing: A further remark[J]. The American Economic Review, 1987, 77(1): 224-227.

[42] Zhou B, Zhang L, Yu F. A study on the impact of corporate executives' green perceptions on carbon disclosure[J]. International Review of Economics & Finance, 2025: 104406.

[43] Shang Wenli, Li Zhichong. Research on reducing corporate carbon intensity through green bond issuance [J]. Financial Theory and Practice, 2025, (05): 42-54.

[44] Goodman-Bacon A. Difference-in-differences with variation in treatment timing[J]. Journal of econometrics, 2021, 225(2): 254-277.

[45] Su Kun. A Study on the Economic Consequences of Corporate Risk-Taking—Based on the Perspective of Debt Maturity Structure [J]. Modern Management Science, 2016, (06): 57-59.

[46] Chen Shiyi, Chen Dengke. Haze pollution, government governance and high-quality economic development [J]. Economic Research, 2018, 53(02):20-34.

[47] Wang Guoyin, Wang Dong. Porter's Hypothesis, Environmental Regulation and Enterprise Technological Innovation: A Comparative Analysis of the Central and Eastern Regions [J]. China Soft Science, 2011, (01): 100-112.

[48] Hu Gangjian. Schumpeter's innovation theory and its implications for my country's economic development [J]. Contemporary Economics (Second Half Month), 2007, (06): 41-42.

[49] Ju W, Jin S. The impact of green innovation on the carbon performance of Chinese manufacturing enterprises: Moderating role of internal governance[J]. Heliyon, 2024, 10(10).

[50] Blomme RJ, Bornebroek‐Te Lintelo K. Existentialism and organizational behavior: how existentialism can contribute to complexity theory and sense‐making[J]. Journal of Organizational Change Management, 2012, 25(3): 405-421.

Downloads

Published

22-06-2026

How to Cite

Hong, Z., Zhang, Y., & Yang, A. (2026). The Impact and Mechanism of Green Bonds on Corporate Carbon Emissions—An Empirical Study of Multi-Period DID under the TOE Framework and Taking into Account TWFE Weighted . Transactions on Economics, Business and Management Research, 18, 176-197. https://doi.org/10.62051/6zasrg19