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Allocating carbon responsibility: the role of spatial production fragmentation

Author

Listed:
  • Zengkai Zhang

    (College of Management and Economics, Tianjin University, China China Academy of Energy, Environmental and Industrial Economics, China)

  • ZhongXiang Zhang

    (Ma Yinchu School of Economics, Tianjin University, China China Academy of Energy, Environmental and Industrial Economics, China)

  • Kunfu Zhu

    (University of International Business and Economics, Beijing, China)

Abstract

A number of studies have compared national carbon abatement responsibility under different carbon accounting schemes. However, the difficulty of the shift among different national carbon accounting schemes has rarely been quantitatively evaluated in the literature. Spatial production fragmentation over the recent decades has led to geographical separation among the primary inputs supplying regions, carbon emitting regions, and final consuming regions. The purpose of this paper is to reveal the effects of spatial production fragmentation on the shift from production-based to consumption-based and income-based national carbon accounting. Based on both demand- and supply-driven input-output analytical frameworks, this paper analyses the allocation of carbon responsibility for embodied and enabled emissions along production chains over the period 1995-2009. It was found that as much as 25% of embodied emissions and 20% of enabled emissions crossed national borders more than once in 2009. The shift among different carbon accounting schemes is not only related to the magnitude of trade related emissions but also related to border-crossing frequency associated with emissions embodied in or enabled by international trade. The increasingly fragmented production networks complicate the shift from production-based to consumption-based or income-based accounting and weaken the effectiveness of consumption-based or income-based accounting.

Suggested Citation

  • Zengkai Zhang & ZhongXiang Zhang & Kunfu Zhu, 2019. "Allocating carbon responsibility: the role of spatial production fragmentation," CCEP Working Papers 1901, Centre for Climate & Energy Policy, Crawford School of Public Policy, The Australian National University.
  • Handle: RePEc:een:ccepwp:1901
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    Cited by:

    1. Airebule, Palizha & Cheng, Haitao & Ishikawa, Jota, 2023. "Assessing carbon emissions embodied in international trade based on shared responsibility," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    2. Zhang, Lulu & Yu, Chang & Cheng, Baodong & Yang, Chao & Chang, Yuan, 2020. "Mitigating climate change by global timber carbon stock: Accounting, flow and allocation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 131(C).
    3. Chunli Jin & Qiaoqiao Zhu & Hui Sun, 2023. "Temporal and Spatial Divergence of Embodied Carbon Emissions Transfer and the Drivers—Evidence from China’s Domestic Trade," Sustainability, MDPI, vol. 15(9), pages 1-19, May.
    4. 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).
    5. Wang, Bing & GENG, Linna & W.Y. Tam, Vivian, 2025. "Effective carbon responsibility allocation in construction supply chain under the carbon trading policy," Energy, Elsevier, vol. 319(C).
    6. Magacho, Guilherme & Espagne, Etienne & Godin, Antoine & Mantes, Achilleas & Yilmaz, Devrim, 2023. "Macroeconomic exposure of developing economies to low-carbon transition," World Development, Elsevier, vol. 167(C).
    7. Xiaoqian Liu & Javier Cifuentes‐Faura & Wenming Shi & Chunhui Tian, 2025. "Exploring the Carbon Emission Transfers Pathway to Address the Issue of Sustainable Development: A Multi‐Regional Input–Output Perspective," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(4), pages 5676-5703, August.
    8. Zengkai Zhang & Jiaoyan Li & Dabo Guan, 2023. "Value chain carbon footprints of Chinese listed companies," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    9. Li, Rongrong & Wang, Qiang & Wang, Xuefeng & Zhou, Yulin & Han, Xinyu & Liu, Yi, 2022. "Germany's contribution to global carbon reduction might be underestimated – A new assessment based on scenario analysis with and without trade," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    10. 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).
    11. Cahen-Fourot, Louison & Campiglio, Emanuele & Godin, Antoine & Kemp-Benedict, Eric & Trsek, Stefan, 2021. "Capital stranding cascades: The impact of decarbonisation on productive asset utilisation," Energy Economics, Elsevier, vol. 103(C).
    12. Pan, Chen & He, Jianwu & Zhu, Lingxiu & Li, Shantong & Zhou, Dequn, 2025. "Tracing Chinese provincial CO2 emissions in cross-border production – An accounting base for decarbonizing production chains," Energy, Elsevier, vol. 322(C).
    13. Shu, Zhongqiao & Peng, Shuijun & Huang, Xin, 2025. "How does service trade openness promote the green transformation of manufacturing firms? Evidence from China," Energy Economics, Elsevier, vol. 144(C).
    14. Cheng, Xuelei & Wu, Xudong & Guan, Chenghe & Sun, Xudong & Zhang, Bo, 2023. "Impacts of production structure changes on global CH4 emissions: Evidences from income-based accounting and decomposition analysis," Ecological Economics, Elsevier, vol. 213(C).
    15. Ye Tian & Wenyu Guo & Hao Sun & Yao Tan, 2023. "Carbon Effects from Intra-Product International Specialization: Evidence from China’s Manufacturing Industries," Sustainability, MDPI, vol. 15(16), pages 1-21, August.
    16. Jared Starr & Craig Nicolson & Michael Ash & Ezra M Markowitz & Daniel Moran, 2023. "Income-based U.S. household carbon footprints (1990–2019) offer new insights on emissions inequality and climate finance," PLOS Climate, Public Library of Science, vol. 2(8), pages 1-24, August.
    17. Antonin Pottier & Gaëlle Le Treut, 2023. "Quantifying GHG emissions enabled by capital and labor: Economic and gender inequalities in France," Journal of Industrial Ecology, Yale University, vol. 27(2), pages 624-636, April.

    More about this item

    JEL classification:

    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • F18 - International Economics - - Trade - - - Trade and Environment
    • F64 - International Economics - - Economic Impacts of Globalization - - - Environment
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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