Abstract
There is a relative dearth of empirical studies quantitatively analyzing the implementation effect of green finance reform and innovation pilot zones (GFRIs) on green innovation at the micro-enterprise level. Thus, this paper aims to construct the difference-in-difference-in-difference method to explore the influence of Chinese GFRIs on corporate green innovation of heavy-polluting enterprises based on green patent data. Results show that the pilot policy has significantly decreased green patents of heavy-polluting enterprises by approximately 42.64%, indicating that the policy has a significant innovation inhibition effect and fails to exert the Porter effect. Furthermore, establishing GFRIs has a more effective inhibition effect on the green invention patent than the green utility model patent. Moreover, although enterprises of different scales have different innovation capabilities, the negative impact of GFRIs on green innovation of heavy-polluting enterprises is widespread. Still, the negative impact is more pronounced for big-scale enterprises. The above empirical evidence is essential in formulating green finance development strategies and promoting green economic transformation.
Similar content being viewed by others
Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Notes
The five priority tasks include cutting overcapacity, reducing excess inventory, deleveraging, lowering costs, and strengthening areas of weakness.
This paper mainly focuses on the effect of the first batch of pilots; thus, the pilot zones mentioned below refer to the eight regions in five provinces if there is no special explanation.
References
Abadie A, Diamond A, Hainmueller J (2015) Comparative politics and the synthetic control method. Am J Polit Sci 59(2):495–510
Aizawa M, Yang C (2010) Green credit, green stimulus, green revolution? China’s mobilization of banks for environmental cleanup. J Environ Dev 19(2):119–144
Alpay E, Kerkvliet J, Buccola S (2002) Productivity growth and environmental regulation in Mexican and US food manufacturing. Am J Agr Econ 84(4):887–901
Barbera AJ, McConnell VD (1990) The impact of environmental regulations on industry productivity: direct and indirect effects. J Environ Econ Manag 18(1):50–65
Bertrand M, Duflo E, Mullainathan S (2004) How much should we trust differences-in-differences estimates? Q J Econ 119(1):249–275
Boyd GA, McClelland JD (1999) The impact of environmental constraints on productivity improvement in integrated paper plants. J Environ Econ Manag 38(2):121–142
Cai X, Lu Y, Wu M, Yu L (2016) Does environmental regulation drive away inbound foreign direct investment? Evid Quasi-Nat Exp China J Dev Econ 123:73–85
Chen (2020) Financial structure, technological innovation, and carbon emission: on the development of Green financial system. Soc Sci Guangdong 4:41–50
Chen Z, Zhang X, Chen F (2021) Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China. Technol Forecast Soc Chang 168:120744
Costantini V, Crespi F, Palma A (2017) Characterizing the policy mix and its impact on eco-innovation: a patent analysis of energy-efficient technologies. Res Policy 46(4):799–819
Gray WB (1987) The cost of regulation: OSHA, EPA and the productivity slowdown. Am Econ Rev 77(5):998–1006
Greenstone M, List JA, Syverson C (2012) The effects of environmental regulation on the competitiveness of US manufacturing (No. w18392). National Bureau of Economic Research
Hao F, Xie Y, Liu X (2020) The impact of green credit guidelines on the technological innovation of heavily polluting enterprises: a quasi-natural experiment from China. Math Probl Eng 2020:1–13
Hering L, Poncet S (2014) Environmental policy and exports: evidence from Chinese cities. J Environ Econ Manag 68:296–318
Huang H, Zhang J (2021) Research on the environmental effect of green finance policy based on the analysis of pilot zones for green finance reform and innovations. Sustainability 13(7):3754
IPCC (2021) Climate change 2021: The physical science basis. Cambridge University Press
Irfan M, Razzaq A, Sharif A, Yang X (2022) Influence mechanism between green finance and green innovation: exploring regional policy intervention effects in China. Technol Forecast Soc Chang 182:121882
Jiang FX, Wang ZJ, Bai JH (2013) The dual effect of environmental regulations’ impact on innovation—an empirical study based on dynamic panel data of Jiangsu manufacturing. China Ind Econ 7:44–55
Kaul A (2012) Technology and corporate scope: firm and rival innovation as antecedents of corporate transactions. Strateg Manag J 33:347–367
Kelm KM, Narayanan VK, Pinches GE (1995) Shareholder value creation during R&D innovation and commercialization stages. Acad Manag J 38(3):770–786
Kemp R (2008) Measuring eco-innovation. UNU
Lemmon M, Roberts MR (2010) The response of corporate financing and investment to changes in the supply of credit. J Financ Quant Anal 45(3):555–587
Li Q, Xiao Z (2020) Heterogeneous environmental regulation tools and green innovation incentives: evidence from green patents of listed companies. Econ Res J 55:192–208
Li W, Zheng M (2016) Is it substantive innovation or strategic innovation? Impact of macroeconomic policies on micro-enterprises innovation. Econ Res J 4:60–73
Li C, Qi Y, Liu S, Wang X (2022) Do carbon ETS pilots improve cities’ green total factor productivity? Evidence from a quasi-natural experiment in China. Energy Econ 108:105931
Liu C, Fang J, Xie R (2021) Energy policy and corporate financial performance: evidence from China’s 11th five-year plan. Energy Econ 93:105030
Lu J, Yan Y, Wang T (2021) The microeconomic effects of green credit policy from the perspective of technological innovation and resource reallocation. China Ind Econ 01:174–192
Luong H, Moshirian F, Nguyen L, Tian X, Zhang BH (2017) How do foreign institutional investors enhance firm innovation? J Financ Quant Anal 52(4):1449–1490
Olden A, Møen J (2022) The triple difference estimator. Econ J 25(3):531–553
Porter ME, Van der Linde C (1995) Toward a new conception of the environment-competitiveness relationship. J Econ Perspect 9(4):97–118
Qi S, Lin S, Cui J (2018) Do environmental rights trading schemes induce green innovation? Evidence from listed firms in China. Econ Res J 53(12):129–143
Ren X, Shao Q, Zhong R (2020) Nexus between green finance, non-fossil energy use, and carbon intensity: empirical evidence from China based on a vector error correction model. J Clean Prod 277:122844
Rubashkina Y, Galeotti M, Verdolini E (2015) Environmental regulation and competitiveness: empirical evidence on the Porter Hypothesis from European manufacturing sectors. Energy Policy 83:288–300
Salazar J (1998) Environmental finance: linking two world. In a Workshop on financial innovations for biodiversity Bratislava (Vol. 1, pp. 2-18)
Su D, Lian L (2018) Does green credit policy affect corporate financing and investment? Evidence from publicly listed firms in pollution-intensive industries. J Financ Res 12:123–137
Tan Y, Zhu Z (2022) The effect of ESG rating events on corporate green innovation in China: the mediating role of financial constraints and managers’ environmental awareness. Technol Soc 68:101906
Tanaka S (2015) Environmental regulations on air pollution in China and their impact on infant mortality. J Health Econ 42:90–103
Tong TW, He W, He ZL, Lu J (2014) Patent regime shift and firm innovation: Evidence from the second amendment to China’s patent law. In Academy of management proceedings (Vol. 2014, No. 1, p. 14174). Briarcliff Manor, NY 10510: Academy of Management
Wang XH, Liu JH, Zhao YX (2021b) Effectiveness measurement of green finance reform and innovation pilot zone. J Quant Tech Econ 38(10):107–127
Wang Y, Zhao N, Lei X, Long R (2021a) Green finance innovation and regional green development. Sustainability 13(15):8230
Xiang X, Liu C, Yang M (2022) Who is financing corporate green innovation? Int Rev Econ Financ 78:321–337
Xu X, Li J (2020) Asymmetric impacts of the policy and development of green credit on the debt financing cost and maturity of different types of enterprises in China. J Clean Prod 264:121574
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Material preparation and data collection were performed by Yuru Zhang. The data analysis was performed by Chenyang Ran, and the first draft of the manuscript was written by Chenyang Ran. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Nicholas Apergis
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Ran, C., Zhang, Y. Does green finance stimulate green innovation of heavy-polluting enterprises? Evidence from green finance pilot zones in China. Environ Sci Pollut Res 30, 60678–60693 (2023). https://doi.org/10.1007/s11356-023-26758-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-26758-z