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How good is green finance for green innovation? Evidence from the Chinese high-carbon sector

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  • Ma, Lina
  • Iqbal, Najaf
  • Bouri, Elie
  • Zhang, Yang

Abstract

In this study, we examine the impact of green finance on green innovation in the Chinese high-carbon sector. Utilizing the panel dataset of listed companies in Shenzhen and Shanghai A-shares from 2011 to 2019, we adopt coupled coordination and multiple regression models, along with a battery of robustness tests. Our findings show that: (1) Green finance significantly promotes green innovation in the high-carbon sector, verifying its “resource compensation” effect. (2) The stimulating effect of green finance for green innovation is stronger in state-owned enterprises (SOEs) and firms with higher social responsibility (CSR) scores. (3) Green innovation brings significant positive economic effects, mainly from green invention patents (substantial innovation) rather than green utility patents (marginal innovation). In the case of the high-carbon sector, our findings can guide macro policymakers and investors regarding policy effects and micro-innovation behaviors of heterogeneous firms.

Suggested Citation

  • Ma, Lina & Iqbal, Najaf & Bouri, Elie & Zhang, Yang, 2023. "How good is green finance for green innovation? Evidence from the Chinese high-carbon sector," Resources Policy, Elsevier, vol. 85(PB).
  • Handle: RePEc:eee:jrpoli:v:85:y:2023:i:pb:s0301420723007584
    DOI: 10.1016/j.resourpol.2023.104047
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    as
    1. Liu, Yang & Wang, Jianda & Dong, Kangyin & Taghizadeh-Hesary, Farhad, 2023. "How does natural resource abundance affect green total factor productivity in the era of green finance? Global evidence," Resources Policy, Elsevier, vol. 81(C).
    2. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    3. Giovanni Dosi & Luigi Marengo & Corrado Pasquali, 2010. "How Much Should Society Fuel the Greed of Innovators? On the Relations between Appropriability, Opportunities and Rates of Innovation," Chapters, in: Riccardo Viale & Henry Etzkowitz (ed.), The Capitalization of Knowledge, chapter 4, Edward Elgar Publishing.
    4. Fan, Haichao & Peng, Yuchao & Wang, Huanhuan & Xu, Zhiwei, 2021. "Greening through finance?," Journal of Development Economics, Elsevier, vol. 152(C).
    5. Wang, Yun & Sun, Xiaohua & Guo, Xu, 2019. "Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors," Energy Policy, Elsevier, vol. 132(C), pages 611-619.
    6. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    7. Quito, Byron & del Río-Rama, María de la Cruz & Álvarez- García, José & Bekun, Festus Victor, 2023. "Spatiotemporal influencing factors of energy efficiency in 43 european countries: A spatial econometric analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(C).
    8. Brandt, Loren & Li, Hongbin, 2003. "Bank discrimination in transition economies: ideology, information, or incentives?," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 387-413, September.
    9. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    10. Andrea Caggese & Vicente Cunat, 2013. "Financing Constraints, Firm Dynamics, Export Decisions, and Aggregate Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 177-193, January.
    11. Xing, Chao & Zhang, Yuming & Tripe, David, 2021. "Green credit policy and corporate access to bank loans in China: The role of environmental disclosure and green innovation," International Review of Financial Analysis, Elsevier, vol. 77(C).
    12. Shi, Jinyan & Yu, Conghui & Li, Yanxi & Wang, Tianhe, 2022. "Does green financial policy affect debt-financing cost of heavy-polluting enterprises? An empirical evidence based on Chinese pilot zones for green finance reform and innovations," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    13. Mark P. Sharfman & Chitru S. Fernando, 2008. "Environmental risk management and the cost of capital," Strategic Management Journal, Wiley Blackwell, vol. 29(6), pages 569-592, June.
    14. Chang, Lei & Taghizadeh-Hesary, Farhad & Mohsin, Muhammad, 2023. "Role of artificial intelligence on green economic development: Joint determinates of natural resources and green total factor productivity," Resources Policy, Elsevier, vol. 82(C).
    15. Betz, Frank & Oprică, Silviu & Peltonen, Tuomas A. & Sarlin, Peter, 2014. "Predicting distress in European banks," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 225-241.
    16. Wurlod, Jules-Daniel & Noailly, Joëlle, 2018. "The impact of green innovation on energy intensity: An empirical analysis for 14 industrial sectors in OECD countries," Energy Economics, Elsevier, vol. 71(C), pages 47-61.
    17. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    18. Tan, Xiujie & Xiao, Ziwei & Liu, Yishuang & Taghizadeh-Hesary, Farhad & Wang, Banban & Dong, Hanmin, 2022. "The effect of green credit policy on energy efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    19. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    20. Fünfgelt, Joachim & Schulze, Günther G., 2016. "Endogenous environmental policy for small open economies with transboundary pollution," Economic Modelling, Elsevier, vol. 57(C), pages 294-310.
    21. Mingfeng Tang & Grace Walsh & Daniel Lerner & Markus A. Fitza & Qiaohua Li, 2018. "Green Innovation, Managerial Concern and Firm Performance: An Empirical Study," Business Strategy and the Environment, Wiley Blackwell, vol. 27(1), pages 39-51, January.
    22. Kesidou, Effie & Wu, Lichao, 2020. "Stringency of environmental regulation and eco-innovation: Evidence from the eleventh Five-Year Plan and green patents," Economics Letters, Elsevier, vol. 190(C).
    23. Janeway,William H., 2012. "Doing Capitalism in the Innovation Economy," Cambridge Books, Cambridge University Press, number 9781107031258.
    24. Jing-Wen Huang & Yong-Hui Li, 2017. "Green Innovation and Performance: The View of Organizational Capability and Social Reciprocity," Journal of Business Ethics, Springer, vol. 145(2), pages 309-324, October.
    25. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    26. Wong, Woei Chyuan & Batten, Jonathan A. & Ahmad, Abd Halim & Mohamed-Arshad, Shamsul Bahrain & Nordin, Sabariah & Adzis, Azira Abdul, 2021. "Does ESG certification add firm value?," Finance Research Letters, Elsevier, vol. 39(C).
    27. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    28. Zhifang Zhou & Tao Zhang & Kang Wen & Huixiang Zeng & Xiaohong Chen, 2018. "Carbon risk, cost of debt financing and the moderation effect of media attention: Evidence from Chinese companies operating in high‐carbon industries," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1131-1144, December.
    29. Ren, Xiaohang & Xia, Xixia & Taghizadeh-Hesary, Farhad, 2023. "Uncertainty of uncertainty and corporate green innovation—Evidence from China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 634-647.
    30. Amore, Mario Daniele & Bennedsen, Morten, 2016. "Corporate governance and green innovation," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 54-72.
    31. De Haas, Ralph & Popov, Alexander, 2019. "Finance and carbon emissions," Working Paper Series 2318, European Central Bank.
    32. Giorgio Petroni & Barbara Bigliardi & Francesco Galati, 2019. "Rethinking the Porter Hypothesis: The Underappreciated Importance of Value Appropriation and Pollution Intensity," Review of Policy Research, Policy Studies Organization, vol. 36(1), pages 121-140, January.
    33. Bakry, Walid & Mallik, Girijasankar & Nghiem, Xuan-Hoa & Sinha, Avik & Vo, Xuan Vinh, 2023. "Is green finance really “green”? Examining the long-run relationship between green finance, renewable energy and environmental performance in developing countries," Renewable Energy, Elsevier, vol. 208(C), pages 341-355.
    34. Ralph De Haas & Alexander Popov, 2023. "Finance and Green Growth," The Economic Journal, Royal Economic Society, vol. 133(650), pages 637-668.
    35. Chakraborty, Pavel & Chatterjee, Chirantan, 2017. "Does environmental regulation indirectly induce upstream innovation? New evidence from India," Research Policy, Elsevier, vol. 46(5), pages 939-955.
    36. Stokey, Nancy L, 1998. "Are There Limits to Growth?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 1-31, February.
    37. Amjad Taha & Mucahit Aydin & Taiwo Temitope Lasisi & Festus Victor Bekun & Narayan Sethi, 2023. "Toward a sustainable growth path in Arab economies: an extension of classical growth model," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-24, December.
    38. Salpie Djoundourian, 2011. "Environmental movement in the Arab world," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 13(4), pages 743-758, August.
    39. Hu, Kexiang & Sinha, Avik & Tan, Zhixiong & Shah, Muhammad Ibrahim & Abbas, Shujaat, 2022. "Achieving energy transition in OECD economies: Discovering the moderating roles of environmental governance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    40. Nwani, Chinazaekpere & Usman, Ojonugwa & Okere, Kingsley Ikechukwu & Bekun, Festus Victor, 2023. "Technological pathways to decarbonisation and the role of renewable energy: A study of European countries using consumption-based metrics," Resources Policy, Elsevier, vol. 83(C).
    41. Salpie Djoundourian, Walid Marrouch, and Nagham Sayour, 2022. "Adaptation Funding and Greenhouse Gas Emissions: Halo Effect or Complacency?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    42. Song, Malin & Fisher, Ron & Kwoh, Yusen, 2019. "Technological challenges of green innovation and sustainable resource management with large scale data," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 361-368.
    43. Sinha, Avik & Bekiros, Stelios & Hussain, Nazim & Nguyen, Duc Khuong & Khan, Sana Akbar, 2023. "How social imbalance and governance quality shape policy directives for energy transition in the OECD countries?," Energy Economics, Elsevier, vol. 120(C).
    44. Bu, Maoliang & Qiao, Zhenzi & Liu, Beibei, 2020. "Voluntary environmental regulation and firm innovation in China," Economic Modelling, Elsevier, vol. 89(C), pages 10-18.
    45. Popp, David, 2006. "International innovation and diffusion of air pollution control technologies: the effects of NOX and SO2 regulation in the US, Japan, and Germany," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 46-71, January.
    46. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    47. Lina Ma & Fengju Xu & Najaf Iqbal, 2022. "The impact of capital enrichment on total factor productivity from the perspective of innovation capability," Journal of Applied Economics, Taylor & Francis Journals, vol. 25(1), pages 644-667, December.
    48. Ioulianou, Sophocles & Trigeorgis, Lenos & Driouchi, Tarik, 2017. "Multinationality and firm value: The role of real options awareness," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 77-96.
    49. Fareed, Zeeshan & Wang, Nianyong & Shahzad, Farrukh & Meran Shah, Syed Ghulam & Iqbal, Najaf & Zulfiqar, Bushra, 2022. "Does good board governance reduce idiosyncratic risk in emerging markets? Evidence from China," Journal of Multinational Financial Management, Elsevier, vol. 65(C).
    50. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    51. Salpie S. Djoundourian, 2021. "Response of the Arab world to climate change challenges and the Paris agreement," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 21(3), pages 469-491, September.
    52. Butler, Alexander W. & Cornaggia, Jess, 2011. "Does access to external finance improve productivity? Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 99(1), pages 184-203, January.
    53. Zi‐Lin He & Tony W. Tong & Yuchen Zhang & Wenlong He, 2018. "Constructing a Chinese Patent Database of listed firms in China: Descriptions, lessons, and insights," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(3), pages 579-606, September.
    54. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    55. Chen, Carl R. & Li, Yingqi & Luo, Danglun & Zhang, Ting, 2017. "Helping hands or grabbing hands? An analysis of political connections and firm value," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 71-89.
    56. Dai, Jiapeng & Ahmed, Zahoor & Sinha, Avik & Pata, Ugur Korkut & Alvarado, Rafael, 2023. "Sustainable green electricity, technological innovation, and ecological footprint: Does democratic accountability moderate the nexus?," Utilities Policy, Elsevier, vol. 82(C).
    57. 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).
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