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The nexus of green investment, high-quality economic development, and carbon emissions in China: evidence according to an ARDL–ECM approach

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Abstract

Previous studies examined the impact of finance on CO2 emissions; however, relatively few studies have explored the role of green investment in carbon reduction. In this study, we assessed the relationship between green investment, high-quality economic development, and carbon emissions in China. Based on the evaluation of three first-level indicators of economic development, social life, and ecological environment from 2001 to 2020, the index of China’s high-quality economic development level was calculated and performed analysis using an autoregression-distributed lag error-correction model. The results confirmed a long-term cointegration relationship between the three variables in China. In the long term, green investment is conducive to high-quality economic development and carbon-emissions reduction. During the process of high-quality economic development, carbon emissions will be reduced, and high-quality economic development and carbon emission reduction are also conducive to the increase of green investment. Second, in the short term, high-quality economic development and green investment demonstrate different mechanisms of influence on carbon emissions during the lag period. These findings suggest that investment in green energy should be strengthened, and the concept of green development should be adhered to in order to promote green economy to help improve China's environmental quality.

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References

  • Abbas, M., Wang, Z., Bashir, S., Iqbal, W., & Ullah, H. (2021). Nexus between energy policy and environmental performance in China, The moderating role of green finance adopted firms. Environmental Science and Pollution Research., 28, 63263–63277.

    Article  Google Scholar 

  • Ali, H., Law, S., Lin, W., Yusop, Z., Abdulahi, U., & Bare, A. (2018). Financial development and carbon dioxide emissions in Nigeria: evidence from the ARDL bounds approach. GeoJournal, 78(4), 641–655.

    Google Scholar 

  • Amir, B., Robert, H., & Alan, K. (2005). Green investors and corporate investment. Structural Change and Economic Dynamics, 16(3), 332–346.

    Article  Google Scholar 

  • An, S., Li, B., Song, D., & Chen, X. (2020). Green credit financing versus trade credit financing in a supply chain with carbon emission limits. European Journal of Operational Research, 291(1), 125–142.

    Article  Google Scholar 

  • Capasso, M., Hansen, T., Heiberg, J., Klitkou, A., & Steen, M. (2019). Green growth–asynthesis of scientific findings. Technological Forecasting and Social Change., 146, 390–402.

    Article  Google Scholar 

  • Charfeddine, L. (2017). The impact of energy consumption and economic development on ecological footprint and CO2 emissions: Evidence from a Markov switching equilibrium correction model. Energy Economics, 65, 355–374.

    Article  Google Scholar 

  • Daniel, M., & Orestis, S. (2019). Fuzzy real options and shared savings: Investment appraisal for green shipping technologies. Transportation Research Part d: Transport and Environment, 77, 1–10.

    Article  Google Scholar 

  • Danish, & Recep, U. (2021). A revisit to the relationship between financial development and energy consumption: Is globalization paramount? Energy, 227, 120337.

    Article  Google Scholar 

  • Datta, T. K., & Lin, Y. (2020). A new green efficiency-based carbon taxing policy and its effects on a production-inventory system with random carbon emissions and green investment. Advances in Operations Research, 10, 1–13.

    Article  Google Scholar 

  • Dikau, S., Volz, U. (2019). Central banking, climate change, and green finance. Handbook of Green Finance, Energy Security and Sustainable Development, 1–23.

  • Dogan, E., & Seker, F. (2016). The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renewable and Sustainable Energy Reviews, 60, 1074–1085.

    Article  Google Scholar 

  • Eyraud, L., Clements, B., & Wane, A. (2013). Green investment: Trends and determinants. Energy Policy, 60, 852–865.

    Article  Google Scholar 

  • Falcone, P. M., Morone, P., & Sica, E. (2018). Greening of thefinancial system and fuelling a sustainability transition: A discursive approach to assess landscape pressures on the Italianfinancial system. Technological Forecasting and Social Change, 127, 23–37.

    Article  Google Scholar 

  • Fu, W., & Irfan, M. (2022). Does green financing develop a cleaner environment for environmental sustainability: empirical insights from association of southeast asian nations economies. Frontiers in Psychology, 13, 904768–904768.

    Article  Google Scholar 

  • Gan, C., Voda, M. (2022). Can green finance reduce carbon emission intensity? Mechanism and threshold effect. Environmental science and pollution research international.

  • Gerlach, H., & Zheng, X. (2018). Preferences for green electricity, investment and regulatory incentives. Energy Economics, 69, 430–441.

    Article  Google Scholar 

  • Ghorashi, N., & Rad, A. (2018). Impact of financial development on CO2 emissions: panel data evidence from iran’s economic sectors. Journal of Community Health Research, 7(2), 127–133.

    Google Scholar 

  • Grossman, G.M., Krueger, A.B. (1994). Economic growth and the environment NBER. Working Paper No. 4634. Cambridge, UK: National Bureau of Economic Research.

  • Hawrylyshyn, O., & Maital, S. (1973). Are there Limits to Growth? Queen’s University.

    Google Scholar 

  • He, L., Liu, R., Zhong, Z., Wang, D., & Xia, Y. (2019). Can green financial development promote renewable energy investment efficiency? A consideration of bank credit. Renewable Energy, 143, 974–984.

    Article  Google Scholar 

  • Higgins, A. J., Hajkowicz, S., & Bui, E. (2008). A multi-objective model for environmental investment decision making. Computers and Operations Research, 35(1), 253–266.

    Article  Google Scholar 

  • Hopkins, K. G., Grimm, N. B., & York, A. M. (2018). Influence of governance structure on green stormwater infrastructure investment. Environmental Science & Policy, 84, 124–133.

    Article  Google Scholar 

  • IPCC(2007) Climate Change 2007: The Physical Science Basis, Summary for Policy Maker. IPCC, Geneva.

  • Labatt, S. (2002). Environmental finance: A guide to environmental risk assessment and financial products. Transplantation, 66(8), 405–409.

    Google Scholar 

  • Law, S. H., & Singh, N. (2014). Does too much finance harm economic growth? Journal of Banking and Finance, 41, 36–44.

    Article  Google Scholar 

  • Levine, R., Loayza, N., & Beck, T. (2000). Financial intermediation and growth: Causality and causes. Journal of Monetary Economics, 46, 31–77.

    Article  Google Scholar 

  • Li, X., Lu, Y., & Huang, R. (2021). Whether foreign direct investment can promote high-quality economic development under environmental regulation: Evidence from the Yangtze River economic belt, China. Environmental Science and Pollution Research, 28, 21674–21683.

    Article  Google Scholar 

  • Liao, X., & Shi, X. (2018). Public appeal, environmental regulation and green investment: Evidence from China. Energy Policy, 119, 554–562.

    Article  Google Scholar 

  • Liu, L., & He, L. (2021). Output and welfare effect of green credit in China: Evidence from an estimated DSGE model. Journal of Cleaner Production, 294, 126326.

    Article  Google Scholar 

  • Liu, L., Zhao, Z., Zhang, M., & Zhou, D. (2022). Green investment efficiency in the Chinese energy sector: Overinvestment or underinvestment? Energy Policy, 160, 112694.

    Article  Google Scholar 

  • Lv, P., & Xiong, H. (2022). Can FinTech improve corporate investment efficiency? Evidence from China. Research in International Business and Finance, 60, 101571.

    Article  Google Scholar 

  • Ma, X., & Xu, J. (2022). Impact of environmental regulation on high-quality economic development. Frontiers in Environmental Science., 10, 896892.

    Article  Google Scholar 

  • Madaleno, M., Dogan, E., & Taskin, D. (2022). A step forward on sustainability: The nexus of environmental responsibility, green technology, clean energy and green finance. Energy Economics, 109, 105945.

    Article  Google Scholar 

  • Magalhes, N. (2021). The green investment paradigm: Another headlong rush. Ecological Economics, 190, 107209.

    Article  Google Scholar 

  • Minna, S., Juhani, U., & Tero, R. (2018). Sustainability as a driver of green innovation investment and exploitation. Journal of Cleaner Production, 179, 631–641.

    Article  Google Scholar 

  • Muhammad, S., & Hooi, H. (2012). Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia. Energy Policy, 40, 473–479.

    Article  Google Scholar 

  • Muhammad, S., & Mohd, Z. (2021). The role of green finance in reducing CO2 emissions: An empirical analysis. Borsa Istanbul Review, 22(1), 169–178.

    Google Scholar 

  • Nie, M. H., & Xu, Y. J. (2016). Foreign direct investment, financial development and economic growth. Res. Financial Iss., 12, 13–20.

    Google Scholar 

  • Peng, W., Yin, Y., Kuang, C., Wen, Z., & Kuang, J. (2021). Spatial spillover effect of green innovation on economic development quality in China: Evidence from a panel data of 270 prefecture-level and above cities. Sustainable Cities and Society, 69, 102863.

    Article  Google Scholar 

  • Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approches to analysis of long run relationships. Journal of Applied Econometrics, 16(3), 289–326.

    Article  Google Scholar 

  • Ren, X., Shao, Q., & Zhong, R. (2020). Nexus between green finance, non-fossil energy use, and carbon intensity: Empirical evidence from China based on a vector error correction model. Journal of Cleaner Production, 277, 122844.

    Article  Google Scholar 

  • Saud, S., Chen, S., Haseeb, A., & Sumayya. (2020). The role offinancial development and globalization in the environment: Accounting ecological footprint indicators for selected one-belt-one-road initiative countries. Journal of Cleaner Production, 250, 119518.

    Article  Google Scholar 

  • Schou, P. (2000). Polluting non-renewable resources and growth. Environmental and Resources Economics, 2, 211–227.

    Article  Google Scholar 

  • Shahbaz, M., Tiwari, A., & Nasir, M. (2013). The Effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy, 61(10), 14521459.

    Google Scholar 

  • Shi, J., Yu, C., Li, Y., & Wang, T. (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, 179, 121678.

    Article  Google Scholar 

  • Sinha, A., Mishra, S., Sharif, A., & Yarovaya, L. (2021). Does green financing help to improve environmental & social responsibility? Designing SDG framework through advanced quantile modelling. Journal of Environmental Management., 292, 112751.

    Article  Google Scholar 

  • Sun, H., & Chen, F. (2022). The impact of green finance on China’s regional energy consumption structure based on system GMM. Resources Policy, 76, 102588.

    Article  Google Scholar 

  • Tong, J., Yue, T., & Xue, J. (2022). Carbon taxes and a guidance-oriented green finance approach in China: Path to carbon peak. Journal of Cleaner Production, 367, 133050.

    Article  Google Scholar 

  • Vargas-Hernandez, J. (2020). Strategic transformational transition of green economy, green growth, and sustainable development: An institutional approach. International Journal of Environmental Sustainability and Green Technologies, 11, 34–56.

    Article  Google Scholar 

  • Wan, Y., & Sheng, N. (2021). Clarifying the relationship among green investment, clean energy consumption, carbon emissions, and economic growth: A provincial panel analysis of China. Environmental Science and Pollution Research International, 29(6), 9038–9052.

    Article  Google Scholar 

  • Wang, F., Wang, R., & He, Z. (2021b). The impact of environmental pollution and green finance on the high-quality development of energy based on spatial Dubin model. Resources Policy, 74, 102451.

    Article  Google Scholar 

  • Wang, Y., Kang, L., Wu, X., & Xiao, Y. (2013). Estimating the environmental Kuznets curve for ecological footprint at the global level: A spatial econometric approach. Ecological Indicators, 34, 15–21.

    Article  Google Scholar 

  • Wang, Y., Lei, X., Zhao, D., Long, R., & Wu, M. (2021a). The dual impacts of green credit on economy and environment: Evidence from China. Sustainability, 13(8), 1–13.

    Article  Google Scholar 

  • Wolde-Rufael, Y. (2010). Bounds test approach to cointegration and causality between nuclear energy consumption and economic growth in India. Energy Policy, 38(1), 52–58.

    Article  Google Scholar 

  • Wu, G. (2022). Research on the Spatial Impact of Green Finance on the Ecological Development of Chinese Economy. Frontiers in Environmental Science, 10, 887896.

    Article  Google Scholar 

  • Wu, X., Sadiq, M., Chien, F., Ngo, Q., Nguyen, A., & Trinh, T. (2021). Testing role of green financing on climate change mitigation: Evidences from G7 and E7 countries. Environmental Science and Pollution Research, 28, 66736–66750.

    Article  Google Scholar 

  • Xu, G., Dong, H., Xu, Z., & Bhattarai, N. (2022). China can reach carbon neutrality before 2050 by improving economic development quality. Energy, 243, 123087.

    Article  Google Scholar 

  • Yan, W., Peng, B., Wei, G., & Wan, A. (2021). Is there coupling effect between financial support and improvement of human settlement? a case study of the middle and lower regions of the Yangtze river. China. Sustainability, 13(15), 8131.

    Article  Google Scholar 

  • Yin, X., & Xu, Z. (2022). An empirical analysis of the coupling and coordinative development of China’s green finance and economic growth. Resources Policy, 75, 102476.

    Article  Google Scholar 

  • Zhang, D., & Kong, Q. (2022). Renewable energy policy, green investment, and sustainability of energy firms. Renewable Energy, 192, 118–133.

    Article  Google Scholar 

  • Zhang, M. (2022). Research on the spatial effect of green investment’s impact on economic high-quality development. Frontiers in Economics and Management, 3(2), 8–15.

    Google Scholar 

  • Zhang, S., Wu, Z., Wang, Y., & Hao, Y. (2021). Fostering green development with green finance, an empirical study on the environmental effect of green credit policy in China. Journal of Environmental Management, 296, 113159.

    Article  Google Scholar 

  • Zhang, X., Wang, Z., Zhong, X., Yang, S., & Siddik, A. (2022). Do green banking activities improve the banks’ environmental performance? The mediating effect of green financing. Sustainability, 14(2), 989–989.

    Article  Google Scholar 

  • Zhou, M., & Li, X. (2022). Influence of green finance and renewable energy resources over the sustainable development goal of clean energy in China. Resources Policy, 78, 102816.

    Article  Google Scholar 

  • Zhou, X., & Tang, X. (2022). Spatiotemporal consistency effect of green finance on pollution emissions and its geographic attenuation process. Journal of Environmental Management, 318, 115537.

    Article  CAS  Google Scholar 

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Acknowledgements

This work was supported by Periodical Achievement of "Public Administration" of Guangdong Provincial Characteristic Key Discipline Construction (F2017STSZD01), Key Platform youth Innovation Project of Universities in Guangdong Province (No.2021WQNCX112), 2020 General project of Guangzhou Xinhua University (No.2020KYYB09) and The 14th Five-year Plan for the development of Philosophy and Social Sciences in Guangzhou (No: 2022GZYB16).

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Correspondence to Yuanyuan Wan or Haiyang Su.

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Appendix

Appendix

Calculation results of high-quality economic development index.

Year

EHQ (%)

Year

EHQ (%)

Year

EHQ (%)

Year

EHQ (%)

2001

31.13

2006

34.28

2011

40.14

2016

56.63

2002

32.27

2007

40.16

2012

46.37

2017

57.85

2003

33.52

2008

41.61

2013

47.77

2018

60.41

2004

33.59

2009

39.91

2014

48.5

2019

65.1

2005

33.15

2010

44.37

2015

50.01

2020

69.75

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Wan, Y., Su, H. The nexus of green investment, high-quality economic development, and carbon emissions in China: evidence according to an ARDL–ECM approach. Environ Dev Sustain (2023). https://doi.org/10.1007/s10668-023-03585-3

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