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Impact of Green Development Mechanism Innovation on Total-Factor Environmental Efficiency: A Quasi-Natural Experiment Based on National Pilot Cities

Author

Listed:
  • Linbo Zhang

    (Qingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, China
    Center for Yellow River Ecosystem Products Value Realization, Shandong University, Qingdao266237, China)

  • Wenjing Xiang

    (School of Environmental Science and Engineering, Shandong University, Qingdao 266237, China)

  • Dongsheng Shi

    (School of Environmental Science and Engineering, Shandong University, Qingdao 266237, China)

  • Tian Liang

    (Qingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, China
    Center for Yellow River Ecosystem Products Value Realization, Shandong University, Qingdao266237, China)

  • Xi Xiong

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)

  • Shuyao Wu

    (Qingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, China
    Center for Yellow River Ecosystem Products Value Realization, Shandong University, Qingdao266237, China)

  • Wentao Zhang

    (Qingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, China
    Center for Yellow River Ecosystem Products Value Realization, Shandong University, Qingdao266237, China)

  • Duogui Yang

    (Institutes of Science and Development, Chinese Academy of Sciences, Beijing 100190, China
    School of Public Policy and Management, University of Chinese Academy of Sciences, Beijing 100049, China)

Abstract

The implementation of green development has become an important choice for countries seeking the harmonious development of the economy and the environment. The National Ecological Civilization Pilot Zone is an innovative institutional mechanism for exploring green development in China. This study utilizes the National Ecological Civilization Pilot Zone policy as a quasi-natural experiment. Adopting data from 290 prefecture-level and above cities in China during 2014–2019 as the research object, this study matches the propensity score and improved differences-in-differences to assess the impact of green development mechanism innovation on regional total-factor environmental efficiency. The results show that this innovation had a significant impact on the improvement of total-factor environmental efficiency. Compared with non-pilot cities, the implementation of pilot zone areas contributed 16.78% to the growth of total-factor environmental efficiency in the experimental group cities. In addition, further analysis shows that mechanism innovation is more effective in areas with high pollution and high resource consumption. This study enriches the research on evaluation of the impact of innovation in green development mechanisms and provides a reference for further promoting pilot national ecological civilization zones.

Suggested Citation

  • Linbo Zhang & Wenjing Xiang & Dongsheng Shi & Tian Liang & Xi Xiong & Shuyao Wu & Wentao Zhang & Duogui Yang, 2023. "Impact of Green Development Mechanism Innovation on Total-Factor Environmental Efficiency: A Quasi-Natural Experiment Based on National Pilot Cities," Sustainability, MDPI, vol. 15(2), pages 1-24, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1543-:d:1034569
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    References listed on IDEAS

    as
    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Liu, Yunqiang & Zhu, Jialing & Li, Eldon Y. & Meng, Zhiyi & Song, Yan, 2020. "Environmental regulation, green technological innovation, and eco-efficiency: The case of Yangtze river economic belt in China," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    3. Edward Manderson & Richard Kneller, 2012. "Environmental Regulations, Outward FDI and Heterogeneous Firms: Are Countries Used as Pollution Havens?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(3), pages 317-352, March.
    4. Halkos, George Emm. & Tzeremes, Nickolaos G., 2009. "Exploring the existence of Kuznets curve in countries' environmental efficiency using DEA window analysis," Ecological Economics, Elsevier, vol. 68(7), pages 2168-2176, May.
    5. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    6. Hancevic, Pedro Ignacio, 2016. "Environmental regulation and productivity: The case of electricity generation under the CAAA-1990," Energy Economics, Elsevier, vol. 60(C), pages 131-143.
    7. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    8. Huang, Zhehao & Liao, Gaoke & Li, Zhenghui, 2019. "Loaning scale and government subsidy for promoting green innovation," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 148-156.
    9. Wang, Xipan & Song, Junnian & Duan, Haiyan & Wang, Xian'en, 2021. "Coupling between energy efficiency and industrial structure: An urban agglomeration case," Energy, Elsevier, vol. 234(C).
    10. Shah, Syed Ale Raza & Naqvi, Syed Asif Ali & Riaz, Sabahat & Anwar, Sofia & Abbas, Nasir, 2020. "Nexus of biomass energy, key determinants of economic development and environment: A fresh evidence from Asia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    11. Meng, Ming & Qu, Danlei, 2022. "Understanding the green energy efficiencies of provinces in China: A Super-SBM and GML analysis," Energy, Elsevier, vol. 239(PA).
    12. Wu, Haitao & Hao, Yu & Ren, Siyu, 2020. "How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China," Energy Economics, Elsevier, vol. 91(C).
    13. Haijie Wang & Yong Geng & Jingxue Zhang & Xiqiang Xia & Yanchao Feng, 2021. "Ecological Civilization Demonstration Zone, Air Pollution Reduction, and Political Promotion Tournament in China: Empirical Evidence from a Quasi-Natural Experiment," IJERPH, MDPI, vol. 18(22), pages 1-12, November.
    14. Yagi, Michiyuki & Hidemichi, Fujii & Hoang, Vincent & Managi, Shunsuke, 2015. "Environmental efficiency of energy, materials, and emissions," MPRA Paper 65358, University Library of Munich, Germany.
    15. Li, Lan-Bing & Hu, Jin-Li, 2012. "Ecological total-factor energy efficiency of regions in China," Energy Policy, Elsevier, vol. 46(C), pages 216-224.
    16. Liu, Mengdi & Tan, Ruipeng & Zhang, Bing, 2021. "The costs of “blue sky”: Environmental regulation, technology upgrading, and labor demand in China," Journal of Development Economics, Elsevier, vol. 150(C).
    17. Wang, Yun & Sun, Xiaohua & Wang, Baocai & Liu, Xiaoling, 2020. "Energy saving, GHG abatement and industrial growth in OECD countries: A green productivity approach," Energy, Elsevier, vol. 194(C).
    18. Xiaole Wang & Feng Dong & Yuling Pan & Yajie Liu, 2022. "Transport Infrastructure, High-Quality Development and Industrial Pollution: Fresh Evidence from China," IJERPH, MDPI, vol. 19(15), pages 1-24, August.
    19. Ouyang, Xiaoling & Fang, Xingming & Cao, Yan & Sun, Chuanwang, 2020. "Factors behind CO2 emission reduction in Chinese heavy industries: Do environmental regulations matter?," Energy Policy, Elsevier, vol. 145(C).
    20. Lin, Boqiang & Zhu, Junpeng, 2019. "Impact of energy saving and emission reduction policy on urban sustainable development: Empirical evidence from China," Applied Energy, Elsevier, vol. 239(C), pages 12-22.
    21. Xingwei Li & Jiachi Dai & Jinrong He & Jingru Li & Yicheng Huang & Xiang Liu & Qiong Shen, 2022. "Mechanism of Enterprise Green Innovation Behavior Considering Coevolution Theory," IJERPH, MDPI, vol. 19(16), pages 1-19, August.
    22. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
    23. Mazzanti, Massimiliano & Zoboli, Roberto, 2009. "Environmental efficiency and labour productivity: Trade-off or joint dynamics? A theoretical investigation and empirical evidence from Italy using NAMEA," Ecological Economics, Elsevier, vol. 68(4), pages 1182-1194, February.
    24. Zhang, Bing & Liu, Mengdi, 2024. "The Costs of ”Blue Sky”: Environmental Regulation, Technology Upgrading, and Labor Demand in China," EfD Discussion Paper 24-4, Environment for Development, University of Gothenburg.
    25. A. Charnes & W. W. Cooper, 1962. "Programming with linear fractional functionals," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 9(3‐4), pages 181-186, September.
    26. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
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