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Spatial effects of economic growth, energy consumption and environmental pollution in the provinces of China—An empirical study of a spatial econometrics model

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  • Jie Zhang
  • Ke Zhang
  • Feng Zhao

Abstract

With sustained economic growth, environmental pollution in China has become increasingly serious and displays certain regional differences. Therefore, it is of great significance to explore the spatiotemporal evolution characteristics of economic growth, energy consumption, and environmental pollution in China and understand the dynamic pollution mechanisms for the implementation of regional collaborative governance. Based on the theory of the environmental Kuznets curve, this paper uses panel data from 31 provinces in China from 2008 to 2018 and applies a spatial analysis model to study the correlation among economic growth, energy consumption, and the spatial distribution of environmental pollution. A spatial measurement method is adopted to study the spatial effects of economic growth and energy consumption on environmental pollution. The results show that economic growth, the energy structure, and industrial pollution in China are spatially correlated and that there are different agglomeration areas in the spatial distribution. In terms of the temporal dimension, the energy consumption effect and technological pollution effect in China led to increased environmental pollution, and changes in the structure effect indirectly improved the environmental situation. In the spatial dimension, the high‐value clusters of the structural, energy consumption, and technological pollution effects are mainly in the central and western regions of China, and the low‐value clusters are mostly in the eastern and northeastern regions of China.

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  • Jie Zhang & Ke Zhang & Feng Zhao, 2020. "Spatial effects of economic growth, energy consumption and environmental pollution in the provinces of China—An empirical study of a spatial econometrics model," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 868-879, July.
    • Handle: RePEc:wly:sustdv:v:28:y:2020:i:4:p:868-879
    DOI: 10.1002/sd.2042
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    1. Azomahou, Theophile & Laisney, Francois & Nguyen Van, Phu, 2006. "Economic development and CO2 emissions: A nonparametric panel approach," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1347-1363, August.
    2. Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
    3. Richard Schmalensee & Thomas M. Stoker & Ruth A. Judson, 1998. "World Carbon Dioxide Emissions: 1950-2050," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 15-27, February.
    4. Lee, Chien-Chiang & Chiu, Yi-Bin, 2013. "Modeling OECD energy demand: An international panel smooth transition error-correction model," International Review of Economics & Finance, Elsevier, vol. 25(C), pages 372-383.
    5. Duarte, Rosa & Pinilla, Vicente & Serrano, Ana, 2013. "Is there an environmental Kuznets curve for water use? A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 31(C), pages 518-527.
    6. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    7. Munir, Qaiser & Lean, Hooi Hooi & Smyth, Russell, 2020. "CO2 emissions, energy consumption and economic growth in the ASEAN-5 countries: A cross-sectional dependence approach," Energy Economics, Elsevier, vol. 85(C).
    8. Saint Akadiri, Seyi & Alola, Andrew Adewale & Akadiri, Ada Chigozie & Alola, Uju Violet, 2019. "Renewable energy consumption in EU-28 countries: Policy toward pollution mitigation and economic sustainability," Energy Policy, Elsevier, vol. 132(C), pages 803-810.
    9. Acheampong, Alex O., 2018. "Economic growth, CO2 emissions and energy consumption: What causes what and where?," Energy Economics, Elsevier, vol. 74(C), pages 677-692.
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    3. Jie Zhou & Shanyue Jin, 2023. "Corporate Environmental Protection Behavior and Sustainable Development: The Moderating Role of Green Investors and Green Executive Cognition," IJERPH, MDPI, vol. 20(5), pages 1-18, February.
    4. Wang, Bo & Zhao, Jun & Dong, Kangyin & Jiang, Qingzhe, 2022. "High-quality energy development in China: Comprehensive assessment and its impact on CO2 emissions," Energy Economics, Elsevier, vol. 110(C).
    5. Muhlis Can & Zahoor Ahmed, 2023. "Towards sustainable development in the European Union countries: Does economic complexity affect renewable and non‐renewable energy consumption?," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 439-451, February.
    6. Wang, Jianda & Wang, Bo & Dong, Kangyin & Dong, Xiucheng, 2022. "How does the digital economy improve high-quality energy development? The case of China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    7. Wang, Jiankang & Han, Qian & Wu, Kexin & Xu, Zetao & Liu, Peng, 2022. "Spatial-temporal patterns and evolution characteristics of the coordinated development of industrial economy, natural resources and environment in China," Resources Policy, Elsevier, vol. 75(C).
    8. Wang, Ye, 2023. "What drives sustainable development? Evaluating the role of oil and coal resources for selected resource rich economies," Resources Policy, Elsevier, vol. 80(C).

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