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Does Green Finance Promote Green Total Factor Productivity? Empirical Evidence from China

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  • Ke Xu

    (School of Economics and Management, Northwest University, Xi’an 710127, China
    School of International Law, Northwest University of Political Science and Law, Xi’an 710122, China)

  • Peiya Zhao

    (School of Economics and Management, Northwest University, Xi’an 710127, China)

Abstract

Green economic growth is a major challenge for countries, as it requires achieving both ecological protection and economic development goals simultaneously. It can be expressed as the continuous growth of green total factor productivity (GTFP), which is the core indicator reflecting the simultaneous achievement of environmental and economic sustainability. This study provides an in-depth understanding of how green finance contributes to GTFP with data from 30 Chinese provinces between 2006 and 2021. The results reveal that green finance has a significant promotion effect on GTFP as well as a significant spatial spillover effect. By splitting GTFP into green technological progress and green efficiency improvement, green finance can improve the former but not the latter. Green finance can influence GTFP through the mechanisms of technological innovation and industrial structure upgrading, both of which can also only drive green technological progress but not green efficiency improvement. Regional heterogeneity suggests that the promotion effect of green finance on GTFP tends to be stronger and can significantly contribute to green efficiency improvement in regions with higher economic levels. The heterogeneity of natural resource endowment reveals that this promotion effect is more significant in resource-rich areas, but green finance still cannot significantly promote green efficiency improvement in these regions. In contrast, green finance can significantly enhance both green technological progress and green efficiency improvement in resource-general areas. The heterogeneity of the information technology level shows that this promotion is more significant in regions with higher levels of information technology, and in particular, the enhancement of green efficiency improvement by green finance in these regions is significantly positive. The findings provide valuable recommendations.

Suggested Citation

  • Ke Xu & Peiya Zhao, 2023. "Does Green Finance Promote Green Total Factor Productivity? Empirical Evidence from China," Sustainability, MDPI, vol. 15(14), pages 1-26, July.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:14:p:11204-:d:1196843
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    as
    1. Fan, Ying & Liao, Hua & Wei, Yi-Ming, 2007. "Can market oriented economic reforms contribute to energy efficiency improvement? Evidence from China," Energy Policy, Elsevier, vol. 35(4), pages 2287-2295, April.
    2. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    3. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, vol. 15(2), pages 127-153, June.
    4. Rolf Färe & Shawna Grosskopf & Carl A Pasurka, Jr., 2001. "Accounting for Air Pollution Emissions in Measures of State Manufacturing Productivity Growth," Journal of Regional Science, Wiley Blackwell, vol. 41(3), pages 381-409, August.
    5. Sharma, Siddharth, 2007. "Financial development and innovation in small firms," Policy Research Working Paper Series 4350, The World Bank.
    6. Shixian Ling & Tianyue Pei & Zhaohui Li & Zhiping Zhang, 2021. "Impact of COVID-19 on Financial Constraints and the Moderating Effect of Financial Technology," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(6), pages 1675-1688, May.
    7. Mao, Wenxin & Wang, Wenping & Sun, Huifang & Yao, Peiyi & Wang, Xiaolei & Luo, Dang, 2021. "Urban industrial transformation patterns under natural resource dependence: A rule mining technique," Energy Policy, Elsevier, vol. 156(C).
    8. Elaine Romanelli & Olga M. Khessina, 2005. "Regional Industrial Identity: Cluster Configurations and Economic Development," Organization Science, INFORMS, vol. 16(4), pages 344-358, August.
    9. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    10. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    11. Ronaldo, Reza & Suryanto, Tulus, 2022. "Green finance and sustainability development goals in Indonesian Fund Village," Resources Policy, Elsevier, vol. 78(C).
    12. Najam, Hina & Abbas, Jawad & Álvarez-Otero, Susana & Dogan, Eyup & Sial, Muhammad Safdar, 2022. "Towards green recovery: Can banks achieve financial sustainability through income diversification in ASEAN countries?," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 522-533.
    13. Lydia Greunz, 2004. "Industrial structure and innovation - evidence from European regions," Journal of Evolutionary Economics, Springer, vol. 14(5), pages 563-592, December.
    14. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    15. Mr. Sergio Rebelo & Ms. Piyabha Kongsamut & Danyang Xie, 2001. "Beyond Balanced Growth," IMF Working Papers 2001/085, International Monetary Fund.
    16. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    17. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    18. Calderon, Cesar & Liu, Lin, 2003. "The direction of causality between financial development and economic growth," Journal of Development Economics, Elsevier, vol. 72(1), pages 321-334, October.
    19. Qiang, Qiu & Jian, Chen, 2020. "Natural resource endowment, institutional quality and China's regional economic growth," Resources Policy, Elsevier, vol. 66(C).
    20. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    21. Liu, Sheng & Wang, Yukai, 2023. "Green innovation effect of pilot zones for green finance reform: Evidence of quasi natural experiment," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    22. Gray, Wayne B, 1987. "The Cost of Regulation: OSHA, EPA and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 77(5), pages 998-1006, December.
    23. Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju, 2022. "Financial aid and financial inclusion: Does risk uncertainty matter?," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
    24. Martínez-Zarzoso, Inmaculada & Bengochea-Morancho, Aurelia & Morales-Lage, Rafael, 2019. "Does environmental policy stringency foster innovation and productivity in OECD countries?," Energy Policy, Elsevier, vol. 134(C).
    25. Lydia Greunz, 2004. "Industrial structure and innovation," ULB Institutional Repository 2013/9461, ULB -- Universite Libre de Bruxelles.
    26. Yu Hao & Yunxia Guo & Haitao Wu, 2022. "The role of information and communication technology on green total factor energy efficiency: Does environmental regulation work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 403-424, January.
    27. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    28. Berensmann, Kathrin & Lindenberg, Nannette, 2016. "Green finance: actors, challenges and policy recommendations," Briefing Papers 23/2016, German Institute of Development and Sustainability (IDOS).
    29. Peneder, Michael, 2003. "Industrial structure and aggregate growth," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 427-448, December.
    30. Robert M. Solow, 1974. "The Economics of Resources or the Resources of Economics," Palgrave Macmillan Books, in: Chennat Gopalakrishnan (ed.), Classic Papers in Natural Resource Economics, chapter 12, pages 257-276, Palgrave Macmillan.
    31. Khoshnava, Seyed Meysam & Rostami, Raheleh & Zin, Rosli Mohamad & Kamyab, Hesam & Abd Majid, Muhd Zaimi & Yousefpour, Alireza & Mardani, Abbas, 2020. "Green efforts to link the economy and infrastructure strategies in the context of sustainable development," Energy, Elsevier, vol. 193(C).
    32. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    33. Cockx, Lara & Francken, Nathalie, 2016. "Natural resources: A curse on education spending?," Energy Policy, Elsevier, vol. 92(C), pages 394-408.
    34. Oh, Dong-hyun & Heshmati, Almas, 2010. "A sequential Malmquist-Luenberger productivity index: Environmentally sensitive productivity growth considering the progressive nature of technology," Energy Economics, Elsevier, vol. 32(6), pages 1345-1355, November.
    35. Wang, Xinyue & Wang, Qing, 2021. "Research on the impact of green finance on the upgrading of China's regional industrial structure from the perspective of sustainable development," Resources Policy, Elsevier, vol. 74(C).
    36. Chambers, Robert G. & Fare, Rolf & Grosskopf, Shawna, 1996. "Productivity Growth in APEC Countries," Working Papers 197843, University of Maryland, Department of Agricultural and Resource Economics.
    37. He, Yu & Liu, Ruizhi, 2023. "The impact of the level of green finance development on corporate debt financing capacity," Finance Research Letters, Elsevier, vol. 52(C).
    38. Elsadig Musa Ahmed, 2007. "The Impact of Biochemical Oxygen Demand Emissions on Malaysia's Manufacturing Productivity Growth," Global Economic Review, Taylor & Francis Journals, vol. 36(4), pages 305-319.
    39. Peng Li & Yaofu Ouyang, 2020. "Technical Change and Green Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(2), pages 271-298, July.
    40. 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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    Cited by:

    1. Min Zhang & Chengrong Li & Jinshan Zhang & Hongwei Chen, 2023. "How Green Finance Affects Green Total Factor Productivity—Evidence from China," Sustainability, MDPI, vol. 16(1), pages 1-18, December.

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