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Environmental Effects of Credit Allocation Structure and Environmental Expenditures: Evidence from China

Author

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  • Qiming Yang

    (School of Management, University of Science and Technology of China, Hefei 230026, China)

  • Jun He

    (School of Management, University of Science and Technology of China, Hefei 230026, China)

  • Ting Liu

    (School of Management, University of Science and Technology of China, Hefei 230026, China)

  • Zhitao Zhu

    (Institute of Advanced Technology, University of Science and Technology of China, Hefei 230026, China)

Abstract

This article studies how the allocation structure of bank credit capital between state-owned and private enterprises and government environmental expenditures affect environmental pollution in China. The present literature argues that credit allocation and government environmental expenditures may play an important role in environmental quality improvement. However, these studies rarely consider the credit allocation structure between State-owned enterprises (SOEs) and private enterprises; in addition, they overlook the interaction effects of credit allocation and government environmental expenditures. Based on these, we put forward three hypotheses. Moreover, the study applies relevant spatial data for 2011–2017 from 31 provinces in China to a spatial econometric model, and the results indicate that (1) environmental pollution among provincial regions shows a significant positive spatial autocorrelation. (2) Environmental expenditures and environmental pollution display an inverse U-shaped relationship, which supports the numerical simulation results. (3) The interaction effect of credit allocation structure and environmental expenditures on environmental pollution is significantly positive, which means that the allocation of more credit capital to private enterprises will restrain the effect of government environmental expenditures. With the increasing significance of environmental protection in China, it is necessary to strengthen the supervision of private enterprises’ environmental pollution behavior, expand government expenditures on ecological protection, and promote regional collaborative environmental governance to improve environmental quality.

Suggested Citation

  • Qiming Yang & Jun He & Ting Liu & Zhitao Zhu, 2021. "Environmental Effects of Credit Allocation Structure and Environmental Expenditures: Evidence from China," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:5865-:d:560586
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    1. Wei, Shang-Jin & Boyreau-Debray, Genevieve, 2004. "Pitfalls of a State-Dominated Financial System: The Case of China," CEPR Discussion Papers 4471, C.E.P.R. Discussion Papers.
    2. Hainz, Christa & Hakenes, Hendrik, 2012. "The politician and his banker — How to efficiently grant state aid," Journal of Public Economics, Elsevier, vol. 96(1), pages 218-225.
    3. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    4. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    5. Yuan, Huaxi & Feng, Yidai & Lee, Chien-Chiang & Cen, Yan, 2020. "How does manufacturing agglomeration affect green economic efficiency?," Energy Economics, Elsevier, vol. 92(C).
    6. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    7. Valerie J. Karplus, Xingyao Shen, and Da Zhang, 2020. "Herding Cats: Firm Non-Compliance in Chinas Industrial Energy Efficiency Program," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 1-30.
    8. S. Zeng & X. Xu & H. Yin & C. Tam, 2012. "Factors that Drive Chinese Listed Companies in Voluntary Disclosure of Environmental Information," Journal of Business Ethics, Springer, vol. 109(3), pages 309-321, September.
    9. Islam, Asif M. & López, Ramón E., 2015. "Government Spending and Air Pollution in the US," International Review of Environmental and Resource Economics, now publishers, vol. 8(2), pages 139-189, July.
    10. Bong Hwan Kim & Sounman Hong, 2019. "Political change and turnovers: How do political principals consider organizational, individual, and performance information?," Public Choice, Springer, vol. 181(3), pages 291-308, December.
    11. Wang, Juan & Hu, Mingming & Tukker, Arnold & Rodrigues, João F.D., 2019. "The impact of regional convergence in energy-intensive industries on China's CO2 emissions and emission goals," Energy Economics, Elsevier, vol. 80(C), pages 512-523.
    12. Tan, Ruipeng & Lin, Boqiang, 2018. "What factors lead to the decline of energy intensity in China's energy intensive industries?," Energy Economics, Elsevier, vol. 71(C), pages 213-221.
    13. Hassan F. Gholipour & Mohammad Reza Farzanegan, 2018. "Institutions and the effectiveness of expenditures on environmental protection: evidence from Middle Eastern countries," Constitutional Political Economy, Springer, vol. 29(1), pages 20-39, March.
    14. Qingma Dong & Shuyang Wen & Xiliang Liu, 2020. "Credit Allocation, Pollution, and Sustainable Growth: Theory and Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(12), pages 2793-2811, September.
    15. Zhao, Xiaofan & Li, Huimin & Wu, Liang & Qi, Ye, 2014. "Implementation of energy-saving policies in China: How local governments assisted industrial enterprises in achieving energy-saving targets," Energy Policy, Elsevier, vol. 66(C), pages 170-184.
    16. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2021. "Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises," Energy Economics, Elsevier, vol. 94(C).
    17. Fryxell, Gerald E. & Lo, Carlos W. H., 2001. "Organizational Membership and Environmental Ethics: A Comparison of Managers in State-owned Firms, Collectives, Private Firms and Joint Ventures in China," World Development, Elsevier, vol. 29(11), pages 1941-1956, November.
    18. Galinato, Gregmar I. & Galinato, Suzette P., 2016. "The effects of government spending on deforestation due to agricultural land expansion and CO2 related emissions," Ecological Economics, Elsevier, vol. 122(C), pages 43-53.
    19. Liangliang Liu & Donghong Ding & Jun He, 2019. "The welfare effects of fiscal decentralization: a simple model and evidence from China," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 417-434, January.
    20. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
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