IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i11p3987-d826535.html
   My bibliography  Save this article

The Evolution of the Spatial-Temporal Differences of Municipal Solid Waste Carbon Emission Efficiency in China

Author

Listed:
  • Xu Chu

    (School of Environment, Tsinghua University, Beijing 100084, China)

  • Yiying Jin

    (School of Environment, Tsinghua University, Beijing 100084, China)

  • Xuan Wang

    (School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China)

  • Xiankun Wang

    (The Economy and Management School, Harbin Engineering University, Harbin 150001, China)

  • Xiaoqian Song

    (China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200240, China)

Abstract

Municipal solid waste (MSW) treatment is one of the major contributors to carbon emissions. The improvement in MSW treatment carbon emission efficiency is crucial for China to achieve its CO 2 emission targets. Firstly, this study used the super-efficiency SBM-DEA model to calculate the MSW treatment carbon emission efficiency in 31 provinces in China from 2010 to 2019. The results show that the MSW treatment carbon emission efficiency in all provinces except Shanghai and Jiangsu is less than 1, and the provinces with high efficiency are mainly located in eastern China. Secondly, the spatial auto correlation model and spatial Markov chain are used to test the regional differences and the spatial spillover effect of efficiency. The results show that the national average efficiency shows a fluctuating downward trend, and only the western region achieves a gradual increase. The regional differences in China’s MSW processing efficiency of carbon emissions show a fluctuating upward trend, and the regional background affects the spatiotemporal evolution pattern of the efficiency. Finally, the special error model was used to analyze the factors and influence paths that affect the efficiency, and to find that the degree of government intervention as an influencing factor that restricts the improvement of efficiency. Based on the research results, we put forward countermeasures and suggestions to improve the MSW treatment carbon emission efficiency in each province and the country as a whole.

Suggested Citation

  • Xu Chu & Yiying Jin & Xuan Wang & Xiankun Wang & Xiaoqian Song, 2022. "The Evolution of the Spatial-Temporal Differences of Municipal Solid Waste Carbon Emission Efficiency in China," Energies, MDPI, vol. 15(11), pages 1-23, May.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:11:p:3987-:d:826535
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/11/3987/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/15/11/3987/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Xibao Xu & Yan Tan & Shuang Chen & Guishan Yang & Weizhong Su, 2015. "Urban Household Carbon Emission and Contributing Factors in the Yangtze River Delta, China," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-21, April.
    2. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    3. David Maradan & Anatoli Vassiliev, 2005. "Marginal Costs of Carbon Dioxide Abatement: Empirical Evidence from Cross-Country Analysis," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(III), pages 377-410, September.
    4. Dong, Jun & Xue, Guiyuan & Dong, Mengmeng & Xu, Xiaolin, 2015. "Energy-saving power generation dispatching in China: Regulations, pilot projects and policy recommendations—A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 1285-1300.
    5. Feng, Zhen-Hua & Zou, Le-Le & Wei, Yi-Ming, 2011. "The impact of household consumption on energy use and CO2 emissions in China," Energy, Elsevier, vol. 36(1), pages 656-670.
    6. Shiyi Chen, 2011. "The Abatement of Carbon Dioxide Intensity in China: Factors Decomposition and Policy Implications," The World Economy, Wiley Blackwell, vol. 34, pages 1148-1167, July.
    7. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    8. Mukherjee, Kankana, 2008. "Energy use efficiency in the Indian manufacturing sector: An interstate analysis," Energy Policy, Elsevier, vol. 36(2), pages 662-672, February.
    9. Juanjuan Tian & Xiaoqian Song & Jinsuo Zhang, 2022. "Spatial-Temporal Pattern and Driving Factors of Carbon Efficiency in China: Evidence from Panel Data of Urban Governance," Energies, MDPI, vol. 15(7), pages 1-24, March.
    10. Wang, Yuan & Yan, Yuanyuan & Chen, Guanyi & Zuo, Jian & Du, Huibin, 2015. "Effective approaches to reduce greenhouse gas emissions from waste to energy process: A China study," Resources, Conservation & Recycling, Elsevier, vol. 104(PA), pages 103-108.
    11. Zhang, Ning & Wei, Xiao, 2015. "Dynamic total factor carbon emissions performance changes in the Chinese transportation industry," Applied Energy, Elsevier, vol. 146(C), pages 409-420.
    12. Miranda-da-Cruz, Sergio M., 2007. "A model approach for analysing trends in energy supply and demand at country level: Case study of industrial development in China," Energy Economics, Elsevier, vol. 29(4), pages 913-933, July.
    13. Tonni Agustiono Kurniawan & Xue Liang & Elizabeth O’Callaghan & Huihwang Goh & Mohd Hafiz Dzarfan Othman & Ram Avtar & Tutuk Djoko Kusworo, 2022. "Transformation of Solid Waste Management in China: Moving towards Sustainability through Digitalization-Based Circular Economy," Sustainability, MDPI, vol. 14(4), pages 1-15, February.
    14. Rachmat Mulia & Atiek Widayati & Suyanto & Putra Agung & Muhammad Zulkarnain, 2014. "Low carbon emission development strategies for Jambi, Indonesia: simulation and trade-off analysis using the FALLOW model," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 19(6), pages 773-788, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chiqun Hu & Xiaoyu Ma, 2023. "Regional Differences, Dynamic Evolution and Convergence of Carbon Emissions from Rural Residents’ Living Consumption: Evidence from China," Energies, MDPI, vol. 16(16), pages 1-30, August.
    2. Qizhen Wang & Qian Zhang, 2022. "Foreign Direct Investment and Carbon Emission Efficiency: The Role of Direct and Indirect Channels," Sustainability, MDPI, vol. 14(20), pages 1-23, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Shaojian & Wang, Jieyu & Fang, Chuanglin & Feng, Kuishuang, 2019. "Inequalities in carbon intensity in China: A multi-scalar and multi-mechanism analysis," Applied Energy, Elsevier, vol. 254(C).
    2. Cenjie Liu & Zhongbao Zhou & Qing Liu & Rui Xie & Ximei Zeng, 2020. "Can a low-carbon development path achieve win-win development: evidence from China’s low-carbon pilot policy," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(7), pages 1199-1219, October.
    3. Fang Shen & Zibibula Simayi & Shengtian Yang & Yusuyunjiang Mamitimin & Xiaofen Zhang & Yunyi Zhang, 2023. "A Bibliometric Review of Household Carbon Footprint during 2000–2022," Sustainability, MDPI, vol. 15(7), pages 1-25, April.
    4. Feng, Chao & Wang, Miao, 2018. "Analysis of energy efficiency in China's transportation sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 565-575.
    5. Wen Guo & Tao Sun & Hongjun Dai, 2017. "Efficiency Allocation of Provincial Carbon Reduction Target in China’s “13·5” Period: Based on Zero-Sum-Gains SBM Model," Sustainability, MDPI, vol. 9(2), pages 1-18, January.
    6. Du, Kerui & Li, Jianglong, 2019. "Towards a green world: How do green technology innovations affect total-factor carbon productivity," Energy Policy, Elsevier, vol. 131(C), pages 240-250.
    7. Rui Huang & Shaohui Zhang & Changxin Liu, 2018. "Comparing Urban and Rural Household CO 2 Emissions—Case from China’s Four Megacities: Beijing, Tianjin, Shanghai, and Chongqing," Energies, MDPI, vol. 11(5), pages 1-17, May.
    8. Hongwu Zhang & Lequan Zhang & Keying Wang & Xunpeng Shi, 2019. "Unveiling Key Drivers of Indirect Carbon Emissions of Chinese Older Households," Sustainability, MDPI, vol. 11(20), pages 1-17, October.
    9. Gianfranco DI VAIO & Michele BATTISTI, 2010. "A Spatially-Filtered Mixture of Beta-Convergence Regression for EU Regions, 1980-2002," Regional and Urban Modeling 284100013, EcoMod.
    10. Tripathy, Prajukta & Jena, Pabitra Kumar & Mishra, Bikash Ranjan, 2024. "Systematic literature review and bibliometric analysis of energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 200(C).
    11. Michael Beenstock & Daniel Felsenstein, 2003. "Decomposing the Dynamics of Regional Earnings Disparities in Israel," ERSA conference papers ersa03p90, European Regional Science Association.
    12. Olajide, Victor, 2015. "An examination of inter-regional spillover effects of macroeconomic policies in Nigeria," MPRA Paper 69242, University Library of Munich, Germany.
    13. Hasan Engin DURAN, 2015. "Non-Linear Regional Income Divergence And Policies: Turkey Case," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 107-114, December.
    14. Rey, Sergio, 2015. "Bells in Space: The Spatial Dynamics of US Interpersonal and Interregional Income Inequality," MPRA Paper 69482, University Library of Munich, Germany.
    15. Wajad Ulfat & Ayesha Mohyuddin & Muhammad Amjad & Tonni Agustiono Kurniawan & Beenish Mujahid & Sohail Nadeem & Mohsin Javed & Adnan Amjad & Abdul Qayyum Ashraf & Mohd Hafiz Dzarfan Othman & Sadaful H, 2023. "Reuse of Buffing Dust-Laden Tanning Waste Hybridized with Poly- Styrene for Fabrication of Thermal Insulation Materials," Sustainability, MDPI, vol. 15(3), pages 1-12, January.
    16. Xinkuo Xu & Liyan Han, 2017. "Diverse Effects of Consumer Credit on Household Carbon Emissions at Quantiles: Evidence from Urban China," Sustainability, MDPI, vol. 9(9), pages 1-25, September.
    17. Fernando Mayoral & Carlos Garcimartín, 2013. "The impact of population on the reduction of steady-state disparities across Spanish regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 49-69, February.
    18. Ferhan Gezýcý, 2004. "New Regional Definition and Spatial Analysis of Regional Inequalities in Turkey. Related to the Regional Policies of EU," ERSA conference papers ersa04p57, European Regional Science Association.
    19. Mariano Bosch Mossi & Patricio Aroca & Ismael J. FernáNDEZ & Carlos Roberto Azzoni, 2003. "Growth Dynamics and Space in Brazil," International Regional Science Review, , vol. 26(3), pages 393-418, July.
    20. Zhao, Xueting & Burnett, J. Wesley & Lacombe, Donald J., 2014. "Province-level Convergence of China CO2 Emission Intensity," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 169403, Agricultural and Applied Economics Association.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:15:y:2022:i:11:p:3987-:d:826535. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.