IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i23p10186-d1526225.html

Study on the Impact of National Value Chain Embeddings on the Embodied Carbon Emissions of Chinese Provinces

Author

Listed:
  • Guangyao Deng

    (School of Statistics and Data Sciences, Lanzhou University of Finance and Economics, Lanzhou 730020, China
    Economic Research Institute of the Belt and Road Initiative, Lanzhou University of Finance and Economics, Lanzhou 730020, China)

  • Siqian Hou

    (School of Statistics and Data Sciences, Lanzhou University of Finance and Economics, Lanzhou 730020, China)

  • Yuting Liu

    (School of Statistics and Data Sciences, Lanzhou University of Finance and Economics, Lanzhou 730020, China)

Abstract

Accelerating the construction and optimization of national value chains is of great significance to reducing both pollution and carbon emissions and promoting green economic growth. In accordance with the input–output table and carbon emission statistics of China in 2012, 2015, and 2017, in this paper, we use the total trade decomposition method and the value chain decomposition method to decompose the embodied carbon emissions and the embeddedness of national value chains. Subsequently, we empirically study, for the first time, the impact of the degree of domestic value chain embedding on implicit carbon emissions using the calculated results. The results show the following: (1) The top three provinces with embodied carbon emissions are Shandong, Hebei, and Jiangsu, while the top four industries are the production and supply of electricity and heat; metal smelting and rolling processing; non-metallic mineral products; and transportation, warehousing, and postal services. (2) The degree of forward and backward national value chain embeddedness in Chinese provinces has increased, and the degree of forward embeddedness in most provinces and industries is lower than that of backward embeddedness. (3) The embeddedness of domestic value chains and embodied carbon emissions is always negatively correlated, and this conclusion is still valid after robustness and endogeneity tests. (4) There is industrial heterogeneity in the impact of the degree of embeddedness of domestic value chains on embodied carbon emissions.

Suggested Citation

  • Guangyao Deng & Siqian Hou & Yuting Liu, 2024. "Study on the Impact of National Value Chain Embeddings on the Embodied Carbon Emissions of Chinese Provinces," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:23:p:10186-:d:1526225
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/23/10186/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/23/10186/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. P., Jithin & Ashraf, Sania, 2023. "Global value chain participation and CO2 emissions: Does economic growth matter? New evidence from dynamic panel threshold regression," Energy Economics, Elsevier, vol. 128(C).
    2. Wang, Jing & Rickman, Dan S. & Yu, Yihua, 2022. "Dynamics between global value chain participation, CO2 emissions, and economic growth: Evidence from a panel vector autoregression model," Energy Economics, Elsevier, vol. 109(C).
    3. Shujin Zhu & Yiding Tang & Xingzhi Qiao & Wanhai You & Cheng Peng, 2022. "Spatial Effects of Participation in Global Value Chains on CO2 Emissions: A Global Spillover Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(3), pages 776-789, February.
    4. Ji, Xi & Liu, Yifang & Wu, Guowei & Su, Pinyi & Ye, Zhen & Feng, Kuishuang, 2022. "Global value chain participation and trade-induced energy inequality," Energy Economics, Elsevier, vol. 112(C).
    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. Guangyao Deng & Siqian Hou & Keyu Di, 2025. "Research on the Characteristics and Influencing Factors of Virtual Water Trade Networks in Chinese Provinces," Sustainability, MDPI, vol. 17(15), pages 1-36, July.
    2. Da Huo & Wenjia Gu & Tianying Sun & Zixuan Gao, 2025. "Service Trade and New Energy Use: A Study of China’s Pilot Cities from the Perspective of Institutional Innovation," Energies, MDPI, vol. 18(20), pages 1-17, 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. P., Jithin & Ashraf, Sania, 2023. "Global value chain participation and CO2 emissions: Does economic growth matter? New evidence from dynamic panel threshold regression," Energy Economics, Elsevier, vol. 128(C).
    2. Zhang, Zhenhua & Wu, Huangbin & Zhang, Yunpeng & Hu, Shilei & Pan, Yuxi & Feng, Yanchao, 2024. "Does digital global value chain participation reduce energy resilience? Evidence from 49 countries worldwide," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    3. Manuel A. Zambrano-Monserrate & Gonzalo Hernández Soto, 2026. "Who pays the environmental price of global integration? Evidence from CO2 emissions and GVC participation," International Economics and Economic Policy, Springer, vol. 23(2), pages 1-30, May.
    4. Qusay Hassan, 2025. "Sustainable global energy value chain to mitigate carbon emissions in developing economies," Environment Systems and Decisions, Springer, vol. 45(3), pages 1-18, September.
    5. Yan, Yunfeng & Li, Xiyuan & Wang, Ran & Pan, An, 2023. "Global value chain and export-embodied carbon emissions: New evidence from foreign-invested enterprises," Economic Modelling, Elsevier, vol. 127(C).
    6. Yiming Du & Yang Yu, 2026. "The Dynamics of Global Value Chain Participation and Per Capita CO2 Emissions: Evidence from BRICS + 4 Countries," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 38(1), pages 148-170, February.
    7. Dong Yu & Zilong Wang & Muhammad Nadeem, 2025. "Assessing the predictive ability of information globalization under global value chains‐environmental sustainability nexus in the BRICS economies: A nonparametric causality approach," Natural Resources Forum, Blackwell Publishing, vol. 49(3), pages 2891-2916, August.
    8. Guojun Zheng & Shengfeng Long & Guanghu Zhu & Qinlong Wang & Ting Luo & Hairong Huang & Lu Liu & Hui Fang & Pengcheng Ma & Yaoyang Shen & Zeping Wang, 2024. "Spatiotemporal Dynamic Relationship of Meteorological Factors and Sugar Content of Sugarcane by Vector Autoregression Model," Agriculture, MDPI, vol. 14(11), pages 1-19, October.
    9. Pan, Yue & Chai, Jian & Tian, Lingyue & Zhang, Xiaokong & Wang, Jiaoyan, 2024. "Regional inequality in China's electricity trade," Energy, Elsevier, vol. 313(C).
    10. Luo, Heng & Sun, Ying & Tao, Xiaosha & Tan, Wenwu & Kamarudin, Fakarudin, 2024. "Effects of global value chains on energy efficiency in G20 countries," Energy, Elsevier, vol. 313(C).
    11. Yanyong Hu & Xuchao Zhang & Jiaxi Wu & Zheng Meng, 2025. "Understanding the efficiency and evolution of China's Green Economy: A province-level analysis," Energy & Environment, , vol. 36(4), pages 1949-1972, June.
    12. He, Xu & Sun, Shiquan & Leong, Lin Woon & Cong, Phan The & Abu-Rumman, Ayman & Halteh, Khaled, 2023. "Does clean energy and technological innovation matter for economic growth? An Asian countries perspective," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1195-1208.
    13. Teng, Yuqiang & Lin, Boqiang, 2024. "The energy-saving effect of industrial chain synergistic division: Evidence from China's industrial chain," Energy Policy, Elsevier, vol. 185(C).
    14. Xu Wang & Xiang Su & Ke Bi, 2023. "Achieving Synergies of Carbon Emission Reduction, Cost Savings, and Asset Investments in China’s Industrial Sector: Towards Sustainable Practices," Sustainability, MDPI, vol. 15(14), pages 1-21, July.
    15. Niu, Xiaotong & Lin, Changao & He, Shanshan & Yang, Youcai, 2025. "Artificial intelligence and enterprise pollution emissions: From the perspective of energy transition," Energy Economics, Elsevier, vol. 144(C).
    16. Shun Jia Liu & Jianping Li & Dengsheng Wu & Xiaoqian Zhu & Xin Long Xu, 2024. "Risk spillovers of carbon emissions in international trade: the role of disembodied technology communications," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    17. Abban, Olivier Joseph & Xing, Yao Hong & Nuţă, Alina Cristina & Nuţă, Florian Marcel & Borah, Prasad Siba & Ofori, Charles & Jing, Yao Jing, 2023. "Policies for carbon-zero targets: Examining the spillover effects of renewable energy and patent applications on environmental quality in Europe," Energy Economics, Elsevier, vol. 126(C).
    18. KIM, Kyoung-Gon, 2025. "Geopolitical Risks, Global Value Chains, and CO₂ Emissions : An Empirical Analysis of Developed and Developing Economies," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 66(2), pages 113-131, December.
    19. Jingyun Zhang & Ling Zhang, 2025. "The rising of house prices and the global value chain position of China’s manufacturing sector," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(7), pages 17051-17076, July.
    20. Yang, Lin & Li, Yiming & Sun, Jingjing & Zhang, Yinuo & Shao, Jiahuan & Xing, Helong, 2024. "Revisiting the carbon-economic inequality within global value chain considering corporate heterogeneity: Evidence from China's trade," Technological Forecasting and Social Change, Elsevier, vol. 205(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:jsusta:v:16:y:2024:i:23:p:10186-:d:1526225. 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 The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (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.