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International Journal of Academic Research in Economics and Management Sciences

Open Access Journal

ISSN: 2226-3624

Transitioning to Green Economic Growth in China: Green Finance and the Mediator of Industrial Structure Upgrading

Wei Deng, Saira Kharuddin, Zariyawati Mohd Ashhari, Somod Dapo Olohunlana

http://dx.doi.org/10.6007/IJAREMS/v13-i4/22852

Open access

Green finance is expected to decrease environmental pollution and the depletion of fossil energy, ultimately contributing to green economic growth (GEG). The panel data from 31 Chinese provinces between 2010 and 2020 is used to investigate the role of green finance on GEG and the mediating effect of industrial structure upgrading (ISU). This study newly creates the GEG index with 17 indicators based on the entropy-weighted TOPSIS method and performs empirical analysis using fixed effect and panel quantile regression models. The two-stage least squares (2SLS) and system generalized method of moments (GMM) are also adopted to conduct the endogeneity test. It is found that the information presented by the GEG index accurately reflects the state of affairs in China's provinces, indicating that this index is valid. Green finance enhances GEG, and this boost increases as the level of GEG rises. The findings also imply that ISU positively mediates the impact of green finance on GEG, accounting for 28.4% of the total impact. The COVID-19 pandemic overall shows a promotion of GEG, although it hampers economic growth.

Ajibade, F. O., Adelodun, B., Lasisi, K. H., Fadare, O. O., Ajibade, T. F., Nwogwu, N. A., Sulaymon, I. D., Ugya, A. Y., Wang, H. C., & Wang, A. (2021). Environmental pollution and their socioeconomic impacts. In Microbe mediated remediation of environmental contaminants (pp. 321-354). Elsevier.
Al-Qudah, A. A., Hamdan, A., Al-Okaily, M., & Alhaddad, L. (2022). The impact of green lending on credit risk: evidence from UAE's banks. Environ Sci Pollut Res Int, 1-13. https://doi.org/10.1007/s11356-021-18224-5
Amini, S., Delgado, M. S., Henderson, D. J., & Parmeter, C. F. (2012). Fixed vs Random: The Hausman Test Four Decades Later. In Essays in Honor of Jerry Hausman (pp. 479-513). https://doi.org/10.1108/s0731-9053(2012)0000029021
Anh Tu, C., Sarker, T., & Rasoulinezhad, E. (2020). Factors Influencing the Green Bond Market Expansion: Evidence from a Multi-Dimensional Analysis. Journal of Risk and Financial Management, 13(6). https://doi.org/10.3390/jrfm13060126
Awan, U., Gölgeci, I., Makhmadshoev, D., & Mishra, N. (2022). Industry 4.0 and circular economy in an era of global value chains: What have we learned and what is still to be explored? Journal of Cleaner Production, 371. https://doi.org/10.1016/j.jclepro.2022.133621
Ayayi, A. G., & Wijesiri, M. (2022). Is there a trade?off between environmental performance and financial sustainability in microfinance institutions? Evidence from South and Southeast Asia. Business Strategy and the Environment.
Baloch, M. A., Ozturk, I., Bekun, F. V., & Khan, D. (2020). Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: Does globalization matter? Business Strategy and the Environment, 30(1), 176-184. https://doi.org/10.1002/bse.2615
Banga, J. (2019). The green bond market: a potential source of climate finance for developing countries. Journal of Sustainable Finance and Investment, 9(1), 17-32. https://doi.org/10.1080/20430795.2018.1498617
Barcena, A. (1992). Agenda 21 of the 1992 United Nations Conference on Environment and Development (Marine Pollution Bulh'tin, Issue.
Batrancea, I., Batrancea, L., Maran Rathnaswamy, M., Tulai, H., Fatacean, G., & Rus, M.-I. (2020). Greening the Financial System in USA, Canada and Brazil: A Panel Data Analysis. Mathematics, 8(12). https://doi.org/10.3390/math8122217
Caetano, R. V., Marques, A. C., & Afonso, T. L. (2022). How Can Foreign Direct Investment Trigger Green Growth? The Mediating and Moderating Role of the Energy Transition. Economies, 10(8). https://doi.org/10.3390/economies10080199
Chen, X., & Chen, Z. (2021). Can Green Finance Development Reduce Carbon Emissions? Empirical Evidence from 30 Chinese Provinces. Sustainability, 13(21). https://doi.org/10.3390/su132112137
Chen, Z., Ke, R., & Li, H. (2022). A study on the development of China’s digital economy based on provincial panel data. Academic Journal of Business & Management, 4(10), 19-25.
Cheung, F. M., & Hong, Y.-y. (2021). Green Finance, Sustainable Development and the Belt and Road Initiative. Routledge London, UK.
Chu, S.-H., Zhang, Y., Pan, Y., Fan, B., Wang, R., & Gu, J. (2022). Research on the Impact of Financial Development on Carbon Emissions: Does Industrial Structure Upgrading Matter? 2022 International Conference on Economics, Smart Finance and Contemporary Trade (ESFCT 2022),
Ciotti, M., Ciccozzi, M., Terrinoni, A., Jiang, W.-C., Wang, C.-B., & Bernardini, S. (2020). The COVID-19 pandemic. Critical reviews in clinical laboratory sciences, 57(6), 365-388.
D’Orazio, P., & Popoyan, L. (2019). Fostering green investments and tackling climate-related financial risks: Which role for macroprudential policies? Ecological Economics, 160, 25-37. https://doi.org/10.1016/j.ecolecon.2019.01.029
Dang, C. (2019). The Relationship between Regional Green Finance Development and Industrial Structure: An Empirical Analysis Based on China’s Provincial Panel. Business Economics Research, 15, 143-145.
Deng, W., Kharuddin, S., & Ashhari, Z. M. (2024). Green finance transforms developed countries’ green growth: Mediating effect of clean technology innovation and threshold effect of environmental tax. Journal of Cleaner Production, 141642.
Dermawan, D., Wang, Y.-F., You, S.-J., Jiang, J.-J., & Hsieh, Y.-K. (2022). Impact of climatic and non-climatic stressors on ocean life and human health: A review. Science of The Total Environment, 153387.
Ding, L., Wu, M., Jiao, Z., & Nie, Y. (2022). The positive role of trade openness in industrial green total factor productivity—Provincial evidence from China. Environmental Science and Pollution Research, 1-14.
Dong, C., Wu, H., Zhou, J., Lin, H., & Chang, L. (2023). Role of renewable energy investment and geopolitical risk in green finance development: Empirical evidence from BRICS countries. Renewable Energy, 207, 234-241. https://doi.org/10.1016/j.renene.2023.02.115
Dong, Z., & Ullah, S. (2023). Towards a green economy in China? Examining the impact of the internet of things and environmental regulation on green growth. Sustainability, 15(16), 12528.
Duchêne, S. (2020). Review of Handbook of Green Finance. Ecological Economics, 177. https://doi.org/10.1016/j.ecolecon.2020.106766
ESCAP, U. N. (2005). State of the environment in Asia and the Pacific 2005: economic growth and sustainability.
Fang, D., & Yu, B. (2021). Driving mechanism and decoupling effect of PM2.5 emissions: Empirical evidence from China’s industrial sector. Energy Policy, 149. https://doi.org/10.1016/j.enpol.2020.112017
Geng, Q., Wang, Y., & Wang, X. (2023). The impact of natural resource endowment and green finance on green economic efficiency in the context of COP26. Resources Policy, 80. https://doi.org/10.1016/j.resourpol.2022.103246
Gu, W., Wang, J., Hua, X., & Liu, Z. (2021). Entrepreneurship and high-quality economic development: based on the triple bottom line of sustainable development. International Entrepreneurship and Management Journal, 17(1), 1-27. https://doi.org/10.1007/s11365-020-00684-9
Habib, R., Aksar, M., & Nadeem, A. (2024). Investigating the Nexus of Control of Corruption, Green Finance, and Environmental Upgradation in Developed Economies. Sage Open, 14(1), 21582440241234248. https://doi.org/10.1177/21582440241234248
Harris, R. D., & Tzavalis, E. (1999). Inference for unit roots in dynamic panels where the time dimension is fixed. Journal of econometrics, 91(2), 201-226.
Hausman, J. A. (1978). Specification tests in econometrics. Econometrica: Journal of the econometric society, 1251-1271.
Hlouskova, J., & Wagner, M. (2006). The performance of panel unit root and stationarity tests: results from a large scale simulation study. Econometric Reviews, 25(1), 85-116.
Hu, G., Wang, X., & Wang, Y. (2021). Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China. Energy Economics, 98. https://doi.org/10.1016/j.eneco.2021.105134
Hu, W., Tian, J., & Chen, L. (2021). An industrial structure adjustment model to facilitate high-quality development of an eco-industrial park. Science of The Total Environment, 766. https://doi.org/10.1016/j.scitotenv.2020.142502
Huang, X., Huang, X., Chen, M., & Sohail, S. (2022). Fiscal spending and green economic growth: fresh evidence from high polluted Asian economies. Economic Research-Ekonomska Istraživanja, 35(1), 5502-5513. https://doi.org/10.1080/1331677x.2022.2029714
Ilkay, S. C., Yilanci, V., Ulucak, R., & Jones, K. (2021). Technology spillovers and sustainable environment: Evidence from time-series analyses with Fourier extension. J Environ Manage, 294, 113033. https://doi.org/10.1016/j.jenvman.2021.113033
Jiang, M., Luo, S., & Zhou, G. (2020). Financial development, OFDI spillovers and upgrading of industrial structure. Technological Forecasting and Social Change, 155. https://doi.org/10.1016/j.techfore.2020.119974
Jing, L., Jia, W., & Bo, Z. (2021). Are Industrial Structure Adjustment and Technical Progress Conducive to Environmental Improvement? Journal of Global Information Management, 30(6), 1-17. https://doi.org/10.4018/jgim.290828
Khan, I., Zakari, A., Ahmad, M., Irfan, M., & Hou, F. (2022). Linking energy transitions, energy consumption, and environmental sustainability in OECD countries. Gondwana Research, 103, 445-457.
Kumar, R., & Kaur, S. (2019). Multi Attribute Decision Making Approach to Select Microwave Oven with TOPSIS Method. Proceedings of the 7th International Conference on Advancements in Engineering and Technology (ICAET-2019), Sangrur, India,
Lee, C.-C., Wang, F., Lou, R., & Wang, K. (2023). How does green finance drive the decarbonization of the economy? Empirical evidence from China. Renewable Energy, 204, 671-684.
Lin, B., & Zhou, Y. (2022). Measuring the green economic growth in China: Influencing factors and policy perspectives. Energy, 241. https://doi.org/10.1016/j.energy.2021.122518
Lin, Y. Y., Chen, P. Y., & Chen, C. C. (2013). Measuring green productivity of country: A generlized metafrontier Malmquist productivity index approach. Energy, 55, 340-353. https://doi.org/10.1016/j.energy.2013.03.055
Liu, S., Shen, X., Jiang, T., & Failler, P. (2021). Impacts of the financialization of manufacturing enterprises on total factor productivity: empirical examination from China's listed companies. Green Finance, 3(1), 59-89. https://doi.org/10.3934/gf.2021005
Lv, C., Bian, B., Lee, C.-C., & He, Z. (2021). Regional gap and the trend of green finance development in China. Energy Economics, 102. https://doi.org/10.1016/j.eneco.2021.105476
Ma, X., Wang, C., Dong, B., Gu, G., Chen, R., Li, Y., Zou, H., Zhang, W., & Li, Q. (2019). Carbon emissions from energy consumption in China: Its measurement and driving factors. Sci Total Environ, 648, 1411-1420. https://doi.org/10.1016/j.scitotenv.2018.08.183
Masih, A. M., & Masih, R. (1997). On the temporal causal relationship between energy consumption, real income, and prices: some new evidence from Asian-energy dependent NICs based on a multivariate cointegration/vector error-correction approach. Journal of policy modeling, 19(4), 417-440.
Mehmood, S., Zaman, K., Khan, S., & Ali, Z. (2024). The role of green industrial transformation in mitigating carbon emissions: Exploring the channels of technological innovation and environmental regulation. Energy and Built Environment, 5(3), 464-479.
Mikhaylov, A., Moiseev, N., Aleshin, K., & Burkhardt, T. (2020). Global climate change and greenhouse effect. Entrepreneurship and Sustainability Issues, 7(4), 2897-2913. https://doi.org/10.9770/jesi.2020.7.4(21)
Musango, J. K., Brent, A. C., & Bassi, A. M. (2014). Modelling the transition towards a green economy in South Africa. Technological Forecasting and Social Change, 87, 257-273. https://doi.org/10.1016/j.techfore.2013.12.022
Nur Utomo, M., Rahayu, S., Kaujan, K., & Agus Irwandi, S. (2020). Environmental performance, environmental disclosure, and firm value: empirical study of non-financial companies at Indonesia Stock Exchange. Green Finance, 2(1), 100-113. https://doi.org/10.3934/gf.2020006
OECD, O. (2018). What is green growth and how can it help deliver sustainable development. In: OECD. https://www. oecd. org/greengrowth ….
Pata, U. K., & Caglar, A. E. (2021). Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break. Energy, 216. https://doi.org/10.1016/j.energy.2020.119220
Peng, X. (2020). Strategic interaction of environmental regulation and green productivity growth in China: Green innovation or pollution refuge? Sci Total Environ, 732, 139200. https://doi.org/10.1016/j.scitotenv.2020.139200
Qu, S., Liu, J., & Li, N. (2023). Strategy and Route for China's Green, Low-Carbon Transformation under the. Financial Engineering and Risk Management, 6(3), 81-86.
Raharjo, P. G., Hakim, D. B., Manurung, A. H., & Maulana, T. N. (2014). The determinant of commercial banks’ interest margin in Indonesia: An analysis of fixed effect panel regression. International Journal of Economics and Financial Issues, 4(2), 295-308.
Seck, A. (2012). International technology diffusion and economic growth: Explaining the spillover benefits to developing countries. Structural Change and Economic Dynamics, 23(4), 437-451. https://doi.org/10.1016/j.strueco.2011.01.003
Sharma, S., Prakash, G., Kumar, A., Mussada, E. K., Antony, J., & Luthra, S. (2021). Analysing the relationship of adaption of green culture, innovation, green performance for achieving sustainability: Mediating role of employee commitment. Journal of Cleaner Production, 303. https://doi.org/10.1016/j.jclepro.2021.127039
Sidhu, A., Bhalla, P., & Zafar, S. (2021). Mediating effect and review of its statistical measures. Empir Econ Lett, 20, 29-40.
Sobel, M. E. (1982). Asymptotic confidence intervals for indirect effects in structural equation models. Sociological methodology, 13, 290-312.
Song, M., Xie, Q., & Shen, Z. (2021). Impact of green credit on high-efficiency utilization of energy in China considering environmental constraints. Energy Policy, 153. https://doi.org/10.1016/j.enpol.2021.112267
Song, Y., Zhang, X., & Zhang, M. (2021). The influence of environmental regulation on industrial structure upgrading: Based on the strategic interaction behavior of environmental regulation among local governments. Technological Forecasting and Social Change, 170. https://doi.org/10.1016/j.techfore.2021.120930
Stollery, K. R. (1998). Constant utility paths and irreversible global warming. Canadian Journal of Economics, 730-742.
Su, Y., & Fan, Q.-m. (2022). Renewable energy technology innovation, industrial structure upgrading and green development from the perspective of China's provinces. Technological Forecasting and Social Change, 180, 121727.
Sun, L.-y., Miao, C.-l., & Yang, L. (2017). Ecological-economic efficiency evaluation of green technology innovation in strategic emerging industries based on entropy weighted TOPSIS method. Ecological Indicators, 73, 554-558. https://doi.org/10.1016/j.ecolind.2016.10.018
Sun, Y., Guan, W., Cao, Y., & Bao, Q. (2022). Role of green finance policy in renewable energy deployment for carbon neutrality: Evidence from China. Renewable Energy, 197, 643-653. https://doi.org/10.1016/j.renene.2022.07.164
Tan, J., Su, X., & Wang, R. (2023). The impact of natural resource dependence and green finance on green economic growth in the context of COP26. Resources Policy, 81, 103351.
Tan, X., Liu, Y., Dong, H., Xiao, Y., & Zhao, Z. (2022). The health consequences of greenhouse gas emissions: a potential pathway. Environmental Geochemistry and Health, 1-20.
Tian, Y., Wang, R., Liu, L., & Ren, Y. (2021). A spatial effect study on financial agglomeration promoting the green development of urban agglomerations. Sustainable Cities and Society, 70. https://doi.org/10.1016/j.scs.2021.102900
Tientao, A., Legros, D., & Pichery, M. C. (2016). Technology spillover and TFP growth: A spatial Durbin model. International Economics, 145, 21-31. https://doi.org/10.1016/j.inteco.2015.04.004
Umar, M., & Safi, A. (2023). Do green finance and innovation matter for environmental protection? A case of OECD economies. Energy Economics, 119, 106560.
Uzonwanne, M. C., Iregbenu, P. C., & Ezenekwe, R. (2015). Sustainable development in Nigeria and the problem of urbanization and urban unemployment. Australian Journal Of Business And Management Research, 4(10), 1-8.
Wang, D., Hou, Y., Li, X., & Xu, Y. (2022). Developing a functional index to dynamically examine the spatio-temporal disparities of China's inclusive green growth. Ecological Indicators, 139. https://doi.org/10.1016/j.ecolind.2022.108861
Wang, X., Huang, J., Xiang, Z., & Huang, J. (2021). Nexus Between Green Finance, Energy Efficiency, and Carbon Emission: Covid-19 Implications From BRICS Countries. Frontiers in Energy Research, 9. https://doi.org/10.3389/fenrg.2021.786659
Wang, X., & Wang, Q. (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, 74. https://doi.org/10.1016/j.resourpol.2021.102436
Wu, W., & Zhou, X. (2019). The construction and application of China’s inclusive green growth performance evaluation system. Chinese Management Science, 27(9), 183-194.
Xia, T., & Li, M. (2019). Environmental protection investment, policy support and green financial efficiency. Research on Technology Economy and Management,(7), 68-72.
Xie, Q., & Zhang, Y. (2021). Green credit policy, supportive hand and Enterprise innovation and transformation. Sci. Res. Manag, 1, 124-134.
Xu, J., Chen, F., Zhang, W., Liu, Y., & Li, T. (2023). Analysis of the carbon emission reduction effect of Fintech and the transmission channel of green finance. Finance Research Letters, 56, 104127.
Xu, S., & Zhou, Y. (2023). OFDI, Industrial Structure Upgrading and Green Development—Spatial Effect Based on China’s Evidence. Sustainability, 15(3). https://doi.org/10.3390/su15032810
Yang, Y., Su, X., & Yao, S. (2021). Nexus between green finance, fintech, and high-quality economic development: Empirical evidence from China. Resources Policy, 74. https://doi.org/10.1016/j.resourpol.2021.102445
Yin, W., Zhu, Z., Kirkulak-Uludag, B., & Zhu, Y. (2021). The determinants of green credit and its impact on the performance of Chinese banks. Journal of Cleaner Production, 286. https://doi.org/10.1016/j.jclepro.2020.124991
Yu, X., Wu, Z., Wang, Q., Sang, X., & Zhou, D. (2020). Exploring the investment strategy of power enterprises under the nationwide carbon emissions trading mechanism: A scenario-based system dynamics approach. Energy Policy, 140, 111409. https://doi.org/https://doi.org/10.1016/j.enpol.2020.111409
Zahan, I., & Chuanmin, S. (2021). Towards a green economic policy framework in China: role of green investment in fostering clean energy consumption and environmental sustainability. Environmental Science and Pollution Research, 28, 43618-43628.
Zhao, J., Shahbaz, M., & Dong, K. (2022). How does energy poverty eradication promote green growth in China? The role of technological innovation. Technological Forecasting and Social Change, 175. https://doi.org/10.1016/j.techfore.2021.121384
Zhao, L., Gu, J., Abbas, J., Kirikkaleli, D., & Yue, X.-G. (2022). Does quality management system help organizations in achieving environmental innovation and sustainability goals? A structural analysis. Economic Research-Ekonomska Istraživanja, 1-24. https://doi.org/10.1080/1331677x.2022.2100436
Zhao, X., Ma, X., Shang, Y., Yang, Z., & Shahzad, U. (2022). Green economic growth and its inherent driving factors in Chinese cities: Based on the Metafrontier-global-SBM super-efficiency DEA model. Gondwana Research, 106, 315-328. https://doi.org/10.1016/j.gr.2022.01.013
Zhou, X., Tang, X., & Zhang, R. (2020). Impact of green finance on economic development and environmental quality: a study based on provincial panel data from China. Environmental Science and Pollution Research, 27(16), 19915-19932. https://doi.org/10.1007/s11356-020-08383-2
Zhu, B., Zhang, M., Zhou, Y., Wang, P., Sheng, J., He, K., Wei, Y.-M., & Xie, R. (2019). Exploring the effect of industrial structure adjustment on interprovincial green development efficiency in China: A novel integrated approach. Energy Policy, 134. https://doi.org/10.1016/j.enpol.2019.110946

Deng, W., Kharuddin, S., Ashhari, Z. M., & Olohunlana, S. D. (2024). Transitioning to Green Economic Growth in China: Green Finance and the Mediator of Industrial Structure Upgrading. International Journal of Academic Research in Economics and Management Sciences, 13(4), 17–39.