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Financial Development, Heterogeneous Technological Progress, and Carbon Emissions: An Empirical Analysis Based on Provincial Panel Data in China

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  • Renzhong Liu

    (School of Finance, Harbin University of Commerce, Harbin 150028, China)

  • Jingxiu Du

    (School of Finance, Harbin University of Commerce, Harbin 150028, China)

  • Liuyan Wei

    (Shanghai Institute of Space Power-Sources, Shanghai 200245, China)

Abstract

Global warming, caused by an increase in carbon emissions, has attracted considerable attention worldwide. In addition, financial development affects technological progress and carbon emissions. Despite numerous works that explore the impact of financial development on technological progress and carbon emissions, few have integrated the three into a unified framework of research. To fill this gap, this study constructed a mediation effect model for empirical analysis based onthe provincial panel data of 30 provinces and cities in China from 2009 to 2021.Taking into account the regional differences across China, this study explored the impact of financial development on carbon emissions and the intermediary role that heterogeneous technological progress plays within. The results showed that at the national level, and in eastern and central China, the relationship between financial development and carbon emissions conformed to an inverted U, the environmental Kuznets curve, whereas in western China, carbon emissions were found to linearly increase with financial development. Among the variables of technological progress that served as mediators, generalized technology progress, environmental technology progress, energy technology progress, capital embodied technology progress, and FDI technology spillover were the transmission paths for the impact of financial development on carbon emissions at the national level. However, the effect of these variables of technological progress on the impact of financial development on carbon emissions varied among the different regions. This paper aims to provide some inspiration to reduce carbon emissions through financial development and prevent “one-size-fits-all” policies for technological advances or overall planning without considering regional differences.

Suggested Citation

  • Renzhong Liu & Jingxiu Du & Liuyan Wei, 2022. "Financial Development, Heterogeneous Technological Progress, and Carbon Emissions: An Empirical Analysis Based on Provincial Panel Data in China," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12761-:d:935345
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    1. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    2. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    3. Du, Julan & Li, Chang & Wang, Yongqin, 2017. "A comparative study of shadow banking activities of non-financial firms in transition economies," China Economic Review, Elsevier, vol. 46(S), pages 35-49.
    4. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    5. Muhammad Farhan Bashir & Benjiang MA & Muhammad Shahbaz & Zhilun Jiao, 2020. "The nexus between environmental tax and carbon emissions with the roles of environmental technology and financial development," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-20, November.
    6. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    7. Shahbaz, Muhammad & Kumar Tiwari, Aviral & Nasir, Muhammad, 2013. "The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa," Energy Policy, Elsevier, vol. 61(C), pages 1452-1459.
    8. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    9. Husam Rjoub & Jamiu Adetola Odugbesan & Tomiwa Sunday Adebayo & Wing-Keung Wong, 2021. "Sustainability of the Moderating Role of Financial Development in the Determinants of Environmental Degradation: Evidence from Turkey," Sustainability, MDPI, vol. 13(4), pages 1-18, February.
    10. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    11. Tamazian, Artur & Chousa, Juan Piñeiro & Vadlamannati, Krishna Chaitanya, 2009. "Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries," Energy Policy, Elsevier, vol. 37(1), pages 246-253, January.
    12. Chun Jiang & Xiaoxin Ma, 2019. "The Impact of Financial Development on Carbon Emissions: A Global Perspective," Sustainability, MDPI, vol. 11(19), pages 1-22, September.
    13. Adam Jaffe & Richard Newell & Robert Stavins, 2002. "Environmental Policy and Technological Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 41-70, June.
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