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The role of intermediate trade in the change of carbon flows within China

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  • Meng, Jing
  • Zhang, Zengkai
  • Mi, Zhifu
  • Anadon, Laura Diaz
  • Zheng, Heran
  • Zhang, Bo
  • Shan, Yuli
  • Guan, Dabo

Abstract

In recent years, evaluating the emissions embodied in trade (EEIT) has become an important area of policy and research. Multiregional input-output (MRIO) analysis, which links producers and final consumers, is a widely-used method for quantifying the EEIT. However, the role of intermediate trade in driving changes in the EEIT is still not fully incorporated in MRIO analysis and as a result poorly understood. Here, we present a framework that separately identifies the drivers of the emissions embodied in the trade of final and intermediate products. We implement this framework in a case study in which we analyse the changes in CO2 emissions embodied in interprovincial trade in China from 2007 to 2012. We find that the largest changes are a rising final demand, which is associated with increased emissions that are to some extent offset by decreasing emissions intensity and changing interregional dependency. The rising imports and the growth in final demand in less developed regions in the north and central (e.g., Hebei and Henan) led to reductions in the CO2 emissions outsourced by central coastal regions. The framework enriches our understanding of the role played by intermediate trade in the relocation of emissions.

Suggested Citation

  • Meng, Jing & Zhang, Zengkai & Mi, Zhifu & Anadon, Laura Diaz & Zheng, Heran & Zhang, Bo & Shan, Yuli & Guan, Dabo, 2018. "The role of intermediate trade in the change of carbon flows within China," Energy Economics, Elsevier, vol. 76(C), pages 303-312.
  • Handle: RePEc:eee:eneeco:v:76:y:2018:i:c:p:303-312
    DOI: 10.1016/j.eneco.2018.10.009
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    References listed on IDEAS

    as
    1. Ang, B. W., 2004. "Decomposition analysis for policymaking in energy:: which is the preferred method?," Energy Policy, Elsevier, vol. 32(9), pages 1131-1139, June.
    2. Angel Aguiar & Badri Narayanan & Robert McDougall, 2016. "An Overview of the GTAP 9 Data Base," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 1(1), pages 181-208, June.
    3. Ning Chang & Michael L. Lahr, 2016. "Changes in China’s production-source CO 2 emissions: insights from structural decomposition analysis and linkage analysis," Economic Systems Research, Taylor & Francis Journals, vol. 28(2), pages 224-242, June.
    4. Klaus Hubacek & Giovanni Baiocchi & Kuishuang Feng & Anand Patwardhan, 2017. "Poverty eradication in a carbon constrained world," Nature Communications, Nature, vol. 8(1), pages 1-9, December.
    5. Li, Jia Shuo & Zhou, H.W. & Meng, Jing & Yang, Q. & Chen, B. & Zhang, Y.Y., 2018. "Carbon emissions and their drivers for a typical urban economy from multiple perspectives: A case analysis for Beijing city," Applied Energy, Elsevier, vol. 226(C), pages 1076-1086.
    6. Erik Dietzenbacher & Bart Los, 1998. "Structural Decomposition Techniques: Sense and Sensitivity," Economic Systems Research, Taylor & Francis Journals, vol. 10(4), pages 307-324.
    7. Guan, Dabo & Su, Xin & Zhang, Qiang & Peters, Glen P & Lei, Yu & He, Kebin & Liu, Zhu, 2014. "The socioeconomic drivers of China’s primary PM 2.5 emissions," Scholarly Articles 34253797, Harvard Kennedy School of Government.
    8. Bo Meng & Yong Fang & Jiemin Guo & Yaxiong Zhang, 2017. "Measuring China’s domestic production networks through Trade in Value-added perspectives," Economic Systems Research, Taylor & Francis Journals, vol. 29(1), pages 48-65, January.
    9. Ang, B. W., 2005. "The LMDI approach to decomposition analysis: a practical guide," Energy Policy, Elsevier, vol. 33(7), pages 867-871, May.
    10. Leying Wu & Zheng Wang, 2017. "Examining drivers of the emissions embodied in trade," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-14, April.
    11. Zhu Liu & Steven J. Davis & Kuishuang Feng & Klaus Hubacek & Sai Liang & Laura Diaz Anadon & Bin Chen & Jingru Liu & Jinyue Yan & Dabo Guan, 2016. "Targeted opportunities to address the climate–trade dilemma in China," Nature Climate Change, Nature, vol. 6(2), pages 201-206, February.
    12. Manfred Lenzen, 2016. "Structural analyses of energy use and carbon emissions -- an overview," Economic Systems Research, Taylor & Francis Journals, vol. 28(2), pages 119-132, June.
    13. Hoekstra, Rutger & van den Bergh, Jeroen C. J. M., 2003. "Comparing structural decomposition analysis and index," Energy Economics, Elsevier, vol. 25(1), pages 39-64, January.
    14. Bin Su & B. W. Ang, 2012. "Structural Decomposition Analysis Applied To Energy And Emissions: Aggregation Issues," Economic Systems Research, Taylor & Francis Journals, vol. 24(3), pages 299-317, March.
    15. Lan, Jun & Malik, Arunima & Lenzen, Manfred & McBain, Darian & Kanemoto, Keiichiro, 2016. "A structural decomposition analysis of global energy footprints," Applied Energy, Elsevier, vol. 163(C), pages 436-451.
    16. Rutger Hoekstra & Bernhard Michel & Sangwon Suh, 2016. "The emission cost of international sourcing: using structural decomposition analysis to calculate the contribution of international sourcing to CO 2 -emission growth," Economic Systems Research, Taylor & Francis Journals, vol. 28(2), pages 151-167, June.
    17. M. Lenzen & D. Moran & K. Kanemoto & B. Foran & L. Lobefaro & A. Geschke, 2012. "International trade drives biodiversity threats in developing nations," Nature, Nature, vol. 486(7401), pages 109-112, June.
    18. Arunima Malik & Jun Lan, 2016. "The role of outsourcing in driving global carbon emissions," Economic Systems Research, Taylor & Francis Journals, vol. 28(2), pages 168-182, June.
    19. Roberto Roson & Martina Sartori, 2015. "A Decomposition and Comparison Analysis of International Water Footprint Time Series," Sustainability, MDPI, vol. 7(5), pages 1-17, April.
    20. Dabo Guan & Stephan Klasen & Klaus Hubacek & Kuishuang Feng & Zhu Liu & Kebin He & Yong Geng & Qiang Zhang, 2014. "Determinants of stagnating carbon intensity in China," Nature Climate Change, Nature, vol. 4(11), pages 1017-1023, November.
    21. Su, Bin & Ang, B.W., 2012. "Structural decomposition analysis applied to energy and emissions: Some methodological developments," Energy Economics, Elsevier, vol. 34(1), pages 177-188.
    22. Peters, Glen P., 2008. "From production-based to consumption-based national emission inventories," Ecological Economics, Elsevier, vol. 65(1), pages 13-23, March.
    23. Jan Weinzettel & Jan Kovanda, 2011. "Structural Decomposition Analysis of Raw Material Consumption," Journal of Industrial Ecology, Yale University, vol. 15(6), pages 893-907, December.
    24. Wiedmann, Thomas, 2009. "A review of recent multi-region input-output models used for consumption-based emission and resource accounting," Ecological Economics, Elsevier, vol. 69(2), pages 211-222, December.
    25. Kuishuang Feng & Yim Ling Siu & Dabo Guan & Klaus Hubacek, 2012. "Analyzing Drivers of Regional Carbon Dioxide Emissions for China," Journal of Industrial Ecology, Yale University, vol. 16(4), pages 600-611, August.
    26. Dominik Wiedenhofer & Dabo Guan & Zhu Liu & Jing Meng & Ning Zhang & Yi-Ming Wei, 2017. "Unequal household carbon footprints in China," Nature Climate Change, Nature, vol. 7(1), pages 75-80, January.
    27. Jiang, Xuemei & Guan, Dabo, 2016. "Determinants of global CO2 emissions growth," Applied Energy, Elsevier, vol. 184(C), pages 1132-1141.
    28. J. C. Minx & T. Wiedmann & R. Wood & G. P. Peters & M. Lenzen & A. Owen & K. Scott & J. Barrett & K. Hubacek & G. Baiocchi & A. Paul & E. Dawkins & J. Briggs & D. Guan & S. Suh & F. Ackerman, 2009. "Input-Output Analysis And Carbon Footprinting: An Overview Of Applications," Economic Systems Research, Taylor & Francis Journals, vol. 21(3), pages 187-216.
    29. Zhang, Zengkai & Zhu, Kunfu & Hewings, Geoffrey J.D., 2017. "A multi-regional input–output analysis of the pollution haven hypothesis from the perspective of global production fragmentation," Energy Economics, Elsevier, vol. 64(C), pages 13-23.
    30. Wier, Mette & Hasler, Berit, 1999. "Accounting for nitrogen in Denmark--a structural decomposition analysis," Ecological Economics, Elsevier, vol. 30(2), pages 317-331, August.
    31. Su, Bin & Ang, B.W., 2013. "Input–output analysis of CO2 emissions embodied in trade: Competitive versus non-competitive imports," Energy Policy, Elsevier, vol. 56(C), pages 83-87.
    32. Su, Bin & Ang, B.W., 2011. "Multi-region input–output analysis of CO2 emissions embodied in trade: The feedback effects," Ecological Economics, Elsevier, vol. 71(C), pages 42-53.
    33. Wu, X.F. & Chen, G.Q., 2017. "Global primary energy use associated with production, consumption and international trade," Energy Policy, Elsevier, vol. 111(C), pages 85-94.
    34. Zhang, Zengkai & Guo, Ju'e & Hewings, Geoffrey J.D., 2014. "The effects of direct trade within China on regional and national CO2 emissions," Energy Economics, Elsevier, vol. 46(C), pages 161-175.
    35. Jing Meng & Zhifu Mi & Dabo Guan & Jiashuo Li & Shu Tao & Yuan Li & Kuishuang Feng & Junfeng Liu & Zhu Liu & Xuejun Wang & Qiang Zhang & Steven J. Davis, 2018. "The rise of South–South trade and its effect on global CO2 emissions," Nature Communications, Nature, vol. 9(1), pages 1-7, December.
    36. Zhu Liu & Steven J. Davis & Kuishuang Feng & Klaus Hubacek & Sai Liang & Anadon, Laura Diaz & Bin Chen & Liu, Jingru & Yan, Jinyue & Dabo Guan, "undated". "Targeted opportunities to address the climate-trade dilemma in China," Working Paper 336456, Harvard University OpenScholar.
    37. Shan, Yuli & Liu, Jianghua & Liu, Zhu & Xu, Xinwanghao & Shao, Shuai & Wang, Peng & Guan, Dabo, 2016. "New provincial CO2 emission inventories in China based on apparent energy consumption data and updated emission factors," Applied Energy, Elsevier, vol. 184(C), pages 742-750.
    38. Lenzen, Manfred & Moran, Daniel & Bhaduri, Anik & Kanemoto, Keiichiro & Bekchanov, Maksud & Geschke, Arne & Foran, Barney, 2013. "International trade of scarce water," Ecological Economics, Elsevier, vol. 94(C), pages 78-85.
    39. Cansino, José M. & Román, Rocío & Ordóñez, Manuel, 2016. "Main drivers of changes in CO2 emissions in the Spanish economy: A structural decomposition analysis," Energy Policy, Elsevier, vol. 89(C), pages 150-159.
    40. Asuka Yamakawa & Glen P. Peters, 2011. "Structural Decomposition Analysis Of Greenhouse Gas Emissions In Norway 1990--2002," Economic Systems Research, Taylor & Francis Journals, vol. 23(3), pages 303-318, December.
    41. Leontief, Wassily, 1970. "Environmental Repercussions and the Economic Structure: An Input-Output Approach," The Review of Economics and Statistics, MIT Press, vol. 52(3), pages 262-271, August.
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    6. Wei Zhen & Quande Qin & Lei Jiang, 2022. "Heterogeneous Domestic Intermediate Input-Related Carbon Emissions in China’s Exports," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(3), pages 453-479, March.
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    More about this item

    Keywords

    Structural decomposition analysis; Multiregional input-output analysis; CO2; Trade; Intermediate products;
    All these keywords.

    JEL classification:

    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • 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
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

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