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Evaluation and analysis of green efficiency of China's coastal ports under the "double carbon" goal: two improved DEA models with CO2 emissions

Author

Listed:
  • Linlin Cui

    (Hengshui University)

  • Long Chen

    (Hebei GEO University
    Peking University
    Bank of Hebei Co., Ltd.
    Hebei GEO University)

  • Xiao Yang

    (State Grid Hebei Electric Power Research Institute)

Abstract

After China put forward the goals of “carbon peaking” and “carbon neutrality,” the past extensive development mode of ports in China is no longer applicable. Consequently, evaluating and analyzing the operation efficiency of China's ports in the context of green and efficient development will contribute to identifying efficiency gaps, improving efficiency and optimizing resource allocation. In this paper, the indicator of CO2 emission is introduced to the traditional efficiency evaluation index system, and 15 China’s coastal ports above the designated size from 2012 to 2020 are selected as research samples. The static green efficiency and dynamic ports’ green efficiency are calculated and analyzed using two improved DEA models with CO2 emissions, respectively. Research findings show that: (1) External environmental elements and random error terms have a considerable influence on the efficiency measurement of ports’ green development, and after excluding these effects, the green efficiency values of most ports in China have increased; (2) the overall green efficiency of ports in China has shown a fluctuating downward trend during the sample period, and most ports are not on the efficient frontier; and (3) in terms of dynamic changes, the green total factor productivity of most ports has increased, and technical growth is the primary cause for improving green efficiency of ports in China. Overall, this paper evaluates the green efficiency of ports in China more effectively and precisely, and provides references and suggestions for improving port efficiency, promoting port cooperation and realizing green development.

Suggested Citation

  • Linlin Cui & Long Chen & Xiao Yang, 2024. "Evaluation and analysis of green efficiency of China's coastal ports under the "double carbon" goal: two improved DEA models with CO2 emissions," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 29099-29128, November.
    • Handle: RePEc:spr:endesu:v:26:y:2024:i:11:d:10.1007_s10668-023-03856-z
    DOI: 10.1007/s10668-023-03856-z
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    References listed on IDEAS

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    1. Shiyuan Zheng & Chuanzhong Yin, 2015. "Technical, allocative and cost efficiencies of Chinese ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(8), pages 746-758, November.
    2. Young-Tae Chang, 2013. "Environmental efficiency of ports: a Data Envelopment Analysis approach," Maritime Policy & Management, Taylor & Francis Journals, vol. 40(5), pages 467-478, September.
    3. Assunta Di Vaio & Anum Zaffar & Daniel Balsalobre-Lorente & Antonio Garofalo, 2023. "Decarbonization technology responsibility to gender equality in the shipping industry: a systematic literature review and new avenues ahead," Journal of Shipping and Trade, Springer, vol. 8(1), pages 1-20, December.
    4. Assunta Di Vaio & Luisa Varriale & Maria Lekakou & Evangelia Stefanidaki, 2021. "Cruise and container shipping companies: a comparative analysis of sustainable development goals through environmental sustainability disclosure," Maritime Policy & Management, Taylor & Francis Journals, vol. 48(2), pages 184-212, February.
    5. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    6. Kevin Cullinane & Dong-Wook Song & Tengfei Wang, 2005. "The Application of Mathematical Programming Approaches to Estimating Container Port Production Efficiency," Journal of Productivity Analysis, Springer, vol. 24(1), pages 73-92, September.
    7. H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
    8. Wanke, Peter F., 2013. "Physical infrastructure and shipment consolidation efficiency drivers in Brazilian ports: A two-stage network-DEA approach," Transport Policy, Elsevier, vol. 29(C), pages 145-153.
    9. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    10. Yongrok Choi, 2011. "The Efficiency Of Major Ports Under Logistics Risk In Northeast Asia," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 28(01), pages 111-123.
    11. Gang Dong & Jing Zhu & Jin Li & Handong Wang & Yuvraj Gajpal, 2019. "Evaluating the Environmental Performance and Operational Efficiency of Container Ports: An Application to the Maritime Silk Road," IJERPH, MDPI, vol. 16(12), pages 1-15, June.
    12. Kim, Moshe & Sachish, Arie, 1986. "The Structure of Production, Technical Change and Productivity in a Port," Journal of Industrial Economics, Wiley Blackwell, vol. 35(2), pages 209-223, December.
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