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Financial misallocation and green innovation efficiency: China's firm-level evidence

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  • Che, Shuai
  • Tao, Miaomiao
  • Silva, Emilson
  • Sheng, Mingyue Selena
  • Zhao, Congyu
  • Wang, Jun

Abstract

The prevalent financial misallocation phenomenon appears to restrict firms' ability be to improve green innovation efficiency. Our theoretical model yields a testable hypothesis, which the empirical analysis validates. We consider the economic implications, channels, and countermeasures that emerge from impacts promoted by financial misallocation on green innovation efficiency. We use a firm-level dataset from 2008 to 2021. Our findings suggest that financial misallocation hinders Chinese firms' green innovation efficiency. We show that in which supply chain concentration is the most important channel for the negative influence promoted by financial misallocation. We also find that firms face discrimination in having access to financial resources based on type of ownership and size. Our results should enable policy makers to clearly see the green-innovation gains that can be produced in China by eliminating financial misallocation.

Suggested Citation

  • Che, Shuai & Tao, Miaomiao & Silva, Emilson & Sheng, Mingyue Selena & Zhao, Congyu & Wang, Jun, 2024. "Financial misallocation and green innovation efficiency: China's firm-level evidence," Energy Economics, Elsevier, vol. 136(C).
  • Handle: RePEc:eee:eneeco:v:136:y:2024:i:c:s0140988324004055
    DOI: 10.1016/j.eneco.2024.107697
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    as
    1. Liu, Ailan & Dai, Sijia & Wang, Zhixuan, 2023. "Environmental protection tax on enterprise environmental, social and governance performance: A multi-perspective analysis based on financing constraints," Journal of Asian Economics, Elsevier, vol. 89(C).
    2. Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Taghizadeh-Hesary, Farhad, 2022. "Assessing the digital economy and its carbon-mitigation effects: The case of China," Energy Economics, Elsevier, vol. 113(C).
    3. Du, Juntao & Shen, Zhiyang & Song, Malin & Vardanyan, Michael, 2023. "The role of green financing in facilitating renewable energy transition in China: Perspectives from energy governance, environmental regulation, and market reforms," Energy Economics, Elsevier, vol. 120(C).
    4. Abdin, Joynal & Sharma, Abhijit & Trivedi, Rohit & Wang, Chengang, 2024. "Financing constraints, intellectual property rights protection and incremental innovation: Evidence from transition economy firms," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    5. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    6. Ma, Sichao & Peng, Yuchao & Wu, Wanting & Zhu, Feifei, 2022. "Bank liquidity hoarding and corporate maturity mismatch: Evidence from China," Research in International Business and Finance, Elsevier, vol. 63(C).
    7. Alberto Alesina & Ekaterina Zhuravskaya, 2011. "Segregation and the Quality of Government in a Cross Section of Countries," American Economic Review, American Economic Association, vol. 101(5), pages 1872-1911, August.
    8. Weng, Liying & Xu, Changsheng & Yi, Ming, 2024. "Resource misallocation in China: Biased subsidies versus credit discrimination," Economic Modelling, Elsevier, vol. 134(C).
    9. Bai, Hengrui & Wu, Yiming & Wang, Ruiqian, 2023. "Does digital financial inclusion lead to regional differences in trade credit financing?: A quasi-natural experiment," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1475-1489.
    10. Bai, Hengrui & Huang, Lingyu & Wang, Ziqi, 2024. "Supply chain financing, digital financial inclusion and enterprise innovation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    11. Zhou, Biao & Cheng, Linting & Liu, Xiaofei, 2024. "QFII shareholding, information access and corporate asset mismatching," Finance Research Letters, Elsevier, vol. 61(C).
    12. Chen, Tsung-Kang & Tseng, Yijie & Hung, Yu-Shun & Huang, Mei-Ling, 2023. "Management efficiency uncertainty and its implications for bondholders," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 73-92.
    13. Coria, Jessica & Jaraitė, Jūratė, 2023. "Ownership structure and prices: A case study of the Swedish tradable green certificate market," Energy Policy, Elsevier, vol. 183(C).
    14. He, Wei & Zhang, Yujiao & Wang, Mingshan, 2024. "Fintech, supply chain concentration and enterprise digitization: Evidence from chinese manufacturing listed companies," Finance Research Letters, Elsevier, vol. 59(C).
    15. Liu, Yin & Alnafrah, Ibrahim & Zhou, Yaying, 2024. "A systemic efficiency measurement of resource management and sustainable practices: A network bias-corrected DEA assessment of OECD countries," Resources Policy, Elsevier, vol. 90(C).
    16. David McKenzie & Christopher Woodruff, 2017. "Business Practices in Small Firms in Developing Countries," Management Science, INFORMS, vol. 63(9), pages 2967-2981, September.
    17. Bai, Min & Cai, Jifu & Qin, Yafeng, 2021. "Ownership discrimination and private firms financing in China," Research in International Business and Finance, Elsevier, vol. 57(C).
    18. Jiang, Tangyang & Cao, Chi & Lei, Leyuan & Hou, Jie & Yu, Yang & Jahanger, Atif, 2023. "Temporal and spatial patterns, efficiency losses and impact factors of energy mismatch in China under environmental constraints," Energy, Elsevier, vol. 282(C).
    19. Chen, Chen & Zhang, Tian & Chen, Haitao & Qi, Xiulin, 2024. "Regional financial reform and corporate green innovation–Evidence based on the establishment of China National Financial Comprehensive Reform Pilot Zones," Finance Research Letters, Elsevier, vol. 60(C).
    20. Zhou, Bing & Li, Yu-meng & Sun, Fang-cheng & Zhou, Zhong-guo, 2021. "Executive compensation incentives, risk level and corporate innovation," Emerging Markets Review, Elsevier, vol. 47(C).
    21. Zheng, Lei, 2023. "Heterogeneous impacts of financial inclusion on enterprise innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    22. Guo, Shen & Jiang, Zheng & Shi, Huimin, 2018. "The business cycle implications of bank discrimination in China," Economic Modelling, Elsevier, vol. 73(C), pages 264-278.
    23. Li, Jingxin & Ye, Yong & Li, Jingxuan, 2024. "Performance feedback and corporate maturity mismatch: Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PB).
    24. Tawiah, Vincent & Gyapong, Ernest & Usman, Muhammad, 2024. "Returnee directors and green innovation," Journal of Business Research, Elsevier, vol. 174(C).
    25. Xu, Jingchang & Zhang, Huixuan & Wu, Wuqing, 2023. "One novel mixed ownership reform and green innovation in private firms: Evidence from China," Emerging Markets Review, Elsevier, vol. 57(C).
    26. Zhang, Chunyang & Zhang, Dongsheng, 2023. "Executive incentives, team stability and corporate innovation performance," Finance Research Letters, Elsevier, vol. 58(PD).
    27. Zheng, Siyu & Zhang, Qihao & Zhang, Pengdong, 2023. "Can customer concentration affect corporate ESG performance?," Finance Research Letters, Elsevier, vol. 58(PB).
    28. Gao, Yuqiang & Wang, Zishuai & Wang, Kaihua & Zhang, Ruiai & Lu, Yuchen, 2023. "Effect of big data on enterprise financialization: Evidence from China's SMEs," Technology in Society, Elsevier, vol. 75(C).
    29. Han, Xun & Ma, Sichao & Peng, Yuchao & Xie, Xinyan, 2022. "Central bank communication, corporate maturity mismatch and innovation," International Review of Financial Analysis, Elsevier, vol. 84(C).
    30. Wang, Jiaxin & Chen, Jin & Huang, Xiang & Song, Zilong, 2023. "Principal SOE customers and corporate tax avoidance: Evidence from the government arrears clearance reform," Energy Economics, Elsevier, vol. 128(C).
    31. Fan, Zhangmei & Chen, Ying & Mo, Yifan, 2024. "Management myopia and corporate ESG performance," International Review of Financial Analysis, Elsevier, vol. 92(C).
    32. Chen, Hongbo & Wu, Hao & Zhang, Lianjun & Tang, Yao & Lu, Shibao, 2024. "Does green financial policy promote the transformation of resource-exhausted cities? - Evidence from the micro level," Resources Policy, Elsevier, vol. 88(C).
    33. Bu, Ya & Du, Xin & Wang, Yuting & Liu, Shuyu & Tang, Min & Li, Hui, 2024. "Digital inclusive finance: A lever for SME financing?," International Review of Financial Analysis, Elsevier, vol. 93(C).
    34. Yu, Bo & Liu, Lu & Chen, Hong, 2023. "Can green finance improve the financial performance of green enterprises in China?," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1287-1300.
    35. Liang, Wuchao & Wang, Ying & Hou, Li, 2023. "Does private equity investment influence enterprise innovation strategy?," Finance Research Letters, Elsevier, vol. 58(PD).
    36. Xu, Chao & Sun, Guanglin & Kong, Tao, 2024. "The impact of digital transformation on enterprise green innovation," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 1-12.
    37. Gao, Kang & Yuan, Yijun, 2022. "Does market-oriented reform make the industrial sector “Greener” in China? Fresh evidence from the perspective of capital-labor-energy market distortions," Energy, Elsevier, vol. 254(PA).
    38. Cheng, Chao & Yang, Liu, 2022. "What drives the credit constraints faced by Chinese small and micro enterprises?," Economic Modelling, Elsevier, vol. 113(C).
    39. Dong, Ciwei & Huang, Qianzhi & Fang, Debin, 2023. "Channel selection and pricing strategy with supply chain finance and blockchain," International Journal of Production Economics, Elsevier, vol. 265(C).
    40. Li, Kaifeng & Guo, Zhaoxuan & Chen, Qi, 2021. "The effect of economic policy uncertainty on enterprise total factor productivity based on financial mismatch: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    41. Wang, Jianlong & Wang, Weilong & Wu, Haitao & Liu, Yong, 2023. "Exploring the effects of manufacturing servitization on enterprise energy conservation and emissions reduction moderated by digital transformation," Energy Economics, Elsevier, vol. 122(C).
    42. Gao, Qiang & Cheng, Changming & Sun, Guanglin, 2023. "Big data application, factor allocation, and green innovation in Chinese manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    43. Barros, Victor & Verga Matos, Pedro & Miranda Sarmento, Joaquim & Rino Vieira, Pedro, 2024. "ESG performance and firms’ business and geographical diversification: An empirical approach," Journal of Business Research, Elsevier, vol. 172(C).
    44. Wang, Zongrun & Zhang, Taiyu & Ren, Xiaohang & Shi, Yukun, 2024. "AI adoption rate and corporate green innovation efficiency: Evidence from Chinese energy companies," Energy Economics, Elsevier, vol. 132(C).
    45. Xu, Jing & Hu, Weiwei, 2024. "How do external resources influence a firm's green innovation? A study based on absorptive capacity," Economic Modelling, Elsevier, vol. 133(C).
    46. Beltratti, Andrea & Paladino, Giovanna, 2013. "Is M&A different during a crisis? Evidence from the European banking sector," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5394-5405.
    47. Zhang, Xingyue & Jiang, Fangxin & Liu, Haizhou & Liu, Ruizhi, 2023. "Green finance, managerial myopia and corporate green innovation: Evidence from Chinese manufacturing listed companies," Finance Research Letters, Elsevier, vol. 58(PB).
    48. Liu, Kai & Wang, Jiang & Liu, Liqun & Huang, Yingjun, 2023. "Mixed-ownership reform of SOEs and ESG performance: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1618-1641.
    49. Yang, Jinghao & Chen, Siyu, 2023. "Corporate financialization, digitalization and green innovation: A panel investigation on Chinese listed firms," Innovation and Green Development, Elsevier, vol. 2(3).
    50. Hou, Liming & Hsueh, Shao-Chieh & Zhang, Shuoxun, 2020. "Does formal financial development crowd in informal financing? Evidence from Chinese private enterprises," Economic Modelling, Elsevier, vol. 90(C), pages 288-301.
    51. Jin, Laiqun & Dai, Jiaying & Jiang, Weijie & Cao, Kairui, 2023. "Digital finance and misallocation of resources among firms: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    52. Wang, Lina & Cao, Li, 2024. "Analyst attention and corporate green innovation," Finance Research Letters, Elsevier, vol. 60(C).
    53. Zhang, Hongwei & Wang, Xinyi & Tang, Jing & Guo, Yaoqi, 2022. "The impact of international rare earth trade competition on global value chain upgrading from the industrial chain perspective," Ecological Economics, Elsevier, vol. 198(C).
    54. Zhang, Dongyang, 2022. "Environmental regulation, green innovation, and export product quality: What is the role of greenwashing?," International Review of Financial Analysis, Elsevier, vol. 83(C).
    55. Baghdadi, Ghasan A. & Bhatti, Ishaq M. & Nguyen, Lily H.G. & Podolski, Edward J., 2018. "Skill or effort? Institutional ownership and managerial efficiency," Journal of Banking & Finance, Elsevier, vol. 91(C), pages 19-33.
    56. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    57. Fan, Zhaobin & Bian, Ruimin & Anwar, Sajid, 2024. "Can digital transformation of services promote participation in manufacturing global value chains?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1074-1092.
    58. Zhang, Lei & Zhou, Junhu, 2024. "The impact of imperfect financial markets and stock holdings on corporate innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 61(C).
    59. Hong, Xianna & Chen, Qiuhua & Wang, Nan, 2024. "The impact of digital inclusive finance on the agricultural factor mismatch of agriculture-related enterprises," Finance Research Letters, Elsevier, vol. 59(C).
    60. Appiah, Michael & Li, Mingxing & Taden, John & Ashraf, Sania & Tiwari, Aviral Kumar & Laari, Prosper Basommi, 2024. "Enhancing natural resource rents through industrialization, technological innovation, and foreign capital in the OECD countries: Does financial development matter?," Resources Policy, Elsevier, vol. 89(C).
    61. Ai, Li & Gao, Lucia S., 2023. "Firm-level risk of climate change: Evidence from climate disasters," Global Finance Journal, Elsevier, vol. 55(C).
    62. Xu, Meng & Yang, Zhonghai & Lin, Yu-En & Li, Gaobo, 2024. "Maturity mismatched investment, digital financial inclusion, and digital orientation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    63. Liu, Rui & Zheng, Linhao & Chen, Zheang & Cheng, Mengyao & Ren, Yuzhuo, 2024. "Digitalization through supply chains: Evidence from the customer concentration of Chinese listed companies," Economic Modelling, Elsevier, vol. 134(C).
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