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Spatial Effects of Technological Progress and Financial Support on China’s Provincial Carbon Emissions

Author

Listed:
  • Yingying Zhou

    (School of Management, China University of Mining and Technology, Xuzhou 221116, Jiangsu, China)

  • Yaru Xu

    (School of Management, China University of Mining and Technology, Xuzhou 221116, Jiangsu, China)

  • Chuanzhe Liu

    (School of Management, China University of Mining and Technology, Xuzhou 221116, Jiangsu, China)

  • Zhuoqing Fang

    (School of Management, China University of Mining and Technology, Xuzhou 221116, Jiangsu, China)

  • Jiayi Guo

    (School of Management, China University of Mining and Technology, Xuzhou 221116, Jiangsu, China)

Abstract

The spatial autocorrelation analysis method was applied to panel data from the provinces of China (including autonomous regions and municipalities directly under the central government) for the period 2003 to 2016 in order to construct a spatial Durbin model of technological progress and financial support in relation to reductions in carbon emissions. The results show that China’s carbon intensity presents significant spatial spillover effects under different spatial weights, which indicates that the carbon intensity of a province is influenced not only by its own characteristics, but also by the carbon emission behaviors of geographically adjacent and economically similar provinces and regions. Financial structure, financial scale, and financial efficiency all have significant effects on carbon intensity within a province, while financial structure is also linked to carbon intensity in other regions, but financial scale has no significant spillover effect on carbon intensity in space. Areas with high financial efficiency can reduce their own carbon intensity as well as that of surrounding areas. The inter-regional spillover effect of technological progress on carbon intensity is stronger than the spillover effect, but there is a time lag.

Suggested Citation

  • Yingying Zhou & Yaru Xu & Chuanzhe Liu & Zhuoqing Fang & Jiayi Guo, 2019. "Spatial Effects of Technological Progress and Financial Support on China’s Provincial Carbon Emissions," IJERPH, MDPI, vol. 16(10), pages 1-22, May.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:10:p:1743-:d:231896
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    References listed on IDEAS

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    1. 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.
    2. de Freitas, Luciano Charlita & Kaneko, Shinji, 2011. "Decomposing the decoupling of CO2 emissions and economic growth in Brazil," Ecological Economics, Elsevier, vol. 70(8), pages 1459-1469, June.
    3. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    4. 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.
    5. Mansor H. Ibrahim, 2018. "Trade–finance complementarity and carbon emission intensity: panel evidence from middle-income countries," Environment Systems and Decisions, Springer, vol. 38(4), pages 489-500, December.
    6. Ramphul Ohlan, 2015. "The impact of population density, energy consumption, economic growth and trade openness on CO 2 emissions in India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 79(2), pages 1409-1428, November.
    7. Levine,Ross Eric, 2004. "The Corporate Governance of Banks - a concise discussion of concepts and evidence," Policy Research Working Paper Series 3404, The World Bank.
    8. Soytas, Ugur & Sari, Ramazan, 2009. "Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member," Ecological Economics, Elsevier, vol. 68(6), pages 1667-1675, April.
    9. Shahbaz, Muhammad & Solarin, Sakiru Adebola & Mahmood, Haider & Arouri, Mohamed, 2013. "Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis," Economic Modelling, Elsevier, vol. 35(C), pages 145-152.
    10. Li Li & Di Liu & Jian Hou & Dandan Xu & Wenbo Chao, 2019. "The Study of the Impact of Carbon Finance Effect on Carbon Emissions in Beijing-Tianjin-Hebei Region—Based on Logarithmic Mean Divisia Index Decomposition Analysis," Sustainability, MDPI, vol. 11(5), pages 1-12, March.
    11. Shafik, Nemat & Bandyopadhyay, Sushenjit, 1992. "Economic growth and environmental quality : time series and cross-country evidence," Policy Research Working Paper Series 904, The World Bank.
    12. Hanson, Donald & Laitner, John A. Skip, 2004. "An integrated analysis of policies that increase investments in advanced energy-efficient/low-carbon technologies," Energy Economics, Elsevier, vol. 26(4), pages 739-755, July.
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    Cited by:

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    2. Chao Bi & Jingjing Zeng, 2019. "Nonlinear and Spatial Effects of Tourism on Carbon Emissions in China: A Spatial Econometric Approach," IJERPH, MDPI, vol. 16(18), pages 1-17, September.

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