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Improving Transportation Technologies for Carbon Reduction in the Chinese Provinces along the Silk Road

Author

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  • Qiang Zhang

    (School of Business, Xi’an University of Finance and Economics, Xi’an 710100, China)

  • Jun Shan

    (School of Business, Xi’an University of Finance and Economics, Xi’an 710100, China)

  • Hai Long

    (International Economic School, Anhui International Studies University, Hefei 231201, China)

Abstract

As an economic corridor, the Silk Road Economic Belt (SREB) connects the East to Western nations, where carbon emissions are gradually becoming severe. This study aims to provide solutions for dealing with carbon emissions from the transportation of the SREB in the Chinese range. By employing the Malmquist index method of data envelopment analysis (DEA), this study develops models to test the different carbon-reduction performances (CRP) of transportation in the Chinese provinces along the SREB. This study shows that carbon-reduction performance has improved since 2013 because of the improvements in transportation technology. Technical efficiency, including scale efficiency and pure technological efficiency, may improve carbon reduction, while the lagged technological progress restricts the CRP. It is further suggested that the provincial CRPs are different. The southwest provinces have the best decarbonization performance, followed by the northwest, while the northeast provinces, including Inner Mongolia, underperform compared to the others. Therefore, the government should release some technology-orientated policies as soon as possible to facilitate the improvements in technical efficiency and progress in transportation vehicles and infrastructures in order to consequently reduce carbon emissions.

Suggested Citation

  • Qiang Zhang & Jun Shan & Hai Long, 2022. "Improving Transportation Technologies for Carbon Reduction in the Chinese Provinces along the Silk Road," Energies, MDPI, vol. 15(8), pages 1-22, April.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:8:p:2718-:d:788800
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    References listed on IDEAS

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    1. Danish I. Godil & Zhang Yu & Arshian Sharif & Rimsha Usman & Syed Abdul Rehman Khan, 2021. "Investigate the role of technology innovation and renewable energy in reducing transport sector CO2 emission in China: A path toward sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 694-707, July.
    2. Luo, Yadong & Xue, Qiuzhi & Han, Binjie, 2010. "How emerging market governments promote outward FDI: Experience from China," Journal of World Business, Elsevier, vol. 45(1), pages 68-79, January.
    3. Chen, Anping & Groenewold, Nicolaas, 2015. "Emission reduction policy: A regional economic analysis for China," Economic Modelling, Elsevier, vol. 51(C), pages 136-152.
    4. Michael Kleeman & Christina Zapata & John Stilley & Mark Hixson, 2013. "PM 2.5 co-benefits of climate change legislation part 2: California governor’s executive order S-3-05 applied to the transportation sector," Climatic Change, Springer, vol. 117(1), pages 399-414, March.
    5. Moutinho, Victor & Madaleno, Mara & Inglesi-Lotz, Roula & Dogan, Eyup, 2018. "Factors affecting CO2 emissions in top countries on renewable energies: A LMDI decomposition application," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 605-622.
    6. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    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. Sun, J. W., 2005. "The decrease of CO2 emission intensity is decarbonization at national and global levels," Energy Policy, Elsevier, vol. 33(8), pages 975-978, May.
    9. Himpler, Sebastian & Madlener, Reinhard, 2011. "Repowering of Wind Turbines: Economics and Optimal Timing," FCN Working Papers 19/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    10. Christina Zapata & Nicholas Muller & Michael Kleeman, 2013. "PM 2.5 co-benefits of climate change legislation part 1: California’s AB 32," Climatic Change, Springer, vol. 117(1), pages 377-397, March.
    11. Xiao-qing Lei & Jia-jia Yang & Jian-bo Zou & Mei-er Zhuang, 2020. "Research on the Impact of Logistics Technology Progress on Employment Structure Based on DEA-Malmquist Method," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-10, September.
    12. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    13. Jose L. Zofio & Angel M. Prieto, 2007. "Measuring Productive Efficiency in Input-Output Models by Means of Data Envelopment Analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 21(4), pages 519-537.
    14. del Río, Pablo & Calvo Silvosa, Anxo & Iglesias Gómez, Guillermo, 2011. "Policies and design elements for the repowering of wind farms: A qualitative analysis of different options," Energy Policy, Elsevier, vol. 39(4), pages 1897-1908, April.
    15. Robert K. Kazanjian & Robert Drazin, 1989. "An Empirical Test of a Stage of Growth Progression Model," Management Science, INFORMS, vol. 35(12), pages 1489-1503, December.
    16. Recep Ulucak & Danish & Salah Ud‐Din Khan, 2020. "Does information and communication technology affect CO2 mitigation under the pathway of sustainable development during the mode of globalization?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 857-867, July.
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