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Structural path analysis of China’s coal consumption using input–output frameworks

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Abstract

In-depth study of the key sectors and supply chain paths driving coal consumption in China is valuable for effectively formulating coal reduction and replacement policies to achieve sustainable development. This study conducted a structural path analysis, based on the latest publicly available input–output tables and energy use data provided by the World Input–Output Database, to trace China’s coal consumption transmission throughout its entire supply chain. The results indicate that investment, exports, and household consumption are important factors in coal consumption. “Electricity, Gas and Water Supply” is a critical sector for, largely indirect, coal consumption. The path of “Electricity, Gas and Water Supply→ intermediate sectors→ Construction→ Investment” accounts for the bulk of coal consumption in China. The node path analysis shows that the 2-node transmission paths, starting from Construction and ending with “Other Non-Metallic Mineral” and “Basic Metals and Fabricated Metal” are important sources of coal consumption induced by investment demand. The 1-node path of “Basic Metals and Fabricated Metal” is an important path for coal consumption induced by export demand. The 1-node path of “Electricity, Gas and Water Supply” is an important path for coal consumption caused by household consumption demand. In order to effectively implement coal reduction and replacement policies, China should control coal consumption in these key sectors and channels and optimize intermediate input and energy use structures.

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References

  • Al-mulali SC (2018) The impact of coal consumption and CO2 emission on economic growth. Energy Sources Part B 13:218–223

    Article  CAS  Google Scholar 

  • Balat M (2007) Influence of coal as an energy source on environmental pollution. Energy Sources Part A-Recovery Util Environ Eff 29:581–589

    Article  CAS  Google Scholar 

  • Chang Y, Robert JR, Wang YW (2013) Life-cycle energy of residential buildings in China. Energy Policy 62:656–664

    Article  Google Scholar 

  • Defourny J, Thorbecke E (1984) Structural path analysis and multiplier decomposition within a social accounting matrix framework. Econ J 94:111–136

    Article  Google Scholar 

  • Dong JF, Wang Q, Zhang XL, Wang XM (2016) Multi-level exponential decomposition of factors affecting China’s coal consumption growth. J Univ Chin Acad Sci 33:162–169

    Google Scholar 

  • Gazon J (1976) Transmission de l'inftuence economique. Une approache structurale. Collection de l'I.M.Eno. I3, Sirey, Paris

  • Gazon J (1979) Une nouvelle methodologie: l'approache structurale de l'influence economique. Economie Appliquee (Paris) 32:301–337

    Google Scholar 

  • Guo XJ, Zhang ZL, Zhao R, Wang GK, Xi J (2018) Association between coal consumption and urbanization in a coal-based region: a multivariate path analysis. Environ Sci Pollut Res 25:533–540

    Article  Google Scholar 

  • Hong JK, Shen QP, Xue F (2016) A multi-regional structural path analysis of the energy supply chain in China’s construction industry. Energy Policy 92:56–58

    Article  Google Scholar 

  • Isard W et al (1968) On the linkage of socio-economic and ecologic systems. Pap Reg Sci Assoc 21:79–99

    Article  Google Scholar 

  • Kaya T (2017) Unraveling the energy use network of construction sector in Turkey using structural path analysis. Int J Energy Econ Policy 7:31–43

    Google Scholar 

  • Kim HM, Yoo SH (2016) Coal consumption and economic growth in Indonesia. Energy Sources Part B 11:547–552

    Article  Google Scholar 

  • Kong XL (2010) Empirical analysis of dynamic relationship between coal consumption and influencing factors in China -- on asymmetric price effect of coal consumption. Resour Sci 32:1830–1838

    Google Scholar 

  • Lantner R (1974) Thiorie de la dominance economique. Dunod, Paris

    Google Scholar 

  • Leontief W (1970) Environmental repercussions and the economic structure: an input-output approach. Rev Econ Stat 52:262–271

    Article  Google Scholar 

  • Li R, Leung GCK (2012) Coal consumption and economic growth in China. Energy Policy 40:438–443

    Article  Google Scholar 

  • Li YZ, Su B, Dasgupta S (2018) Structural path analysis of India's carbon emissions. Energy Econ 76:457–469

    Article  Google Scholar 

  • Liang S, Qu S, Xu M (2016) Betweenness-based method to identify critical transmission sectors for supply chain environmental pressure mitigation. Environ Sci Technol 50:1330–1337

    Article  CAS  Google Scholar 

  • Llop M, Ponce-Alifonso X (2015) Identifying the role of final consumption in structural path analysis: an application to water uses. Ecol Econ 109:203–210

    Article  Google Scholar 

  • Meng J, Liu J, Xu Y, Tao S (2015) Tracing primary PM2.5 emissions via Chinese supply chains. Environ Res Lett 10:1–12

    Article  Google Scholar 

  • Pandey B, Agrawal M, Singh S (2014) Assessment of air pollution around coal mining area: emphasizing on spatial distributions, seasonal variations and heavy metals, using cluster and principal component analysis. Atmos Pollut Res 5:79–86

    Article  Google Scholar 

  • Peters GP, Hertwich EG (2008) CO2 embodied in international trade with implications for global climate policy. Environ Sci Technol 42:1401–1407

    Article  CAS  Google Scholar 

  • Qu X, Meng J, Sun XD, Zhang B (2017) Demand-driven primary energy requirements by Chinese economy 2012. Energy Procedia1 05:3132–3137

    Article  Google Scholar 

  • Riker DA (2012) International coal trade and restrictions on coal consumption. Energy Econ 34:1244–1249

    Article  Google Scholar 

  • Song XY, Shao LY, Yang SS, Song RY, Sun LM, Cen SH (2015) Trace elements pollution and toxicity of airborne PM10 in a coal industrial city. Atmos Pollut Res 6:469–475

    Article  CAS  Google Scholar 

  • Su B, Ang BW (2011) Multi-region input-output analysis of CO2 emissions embodied in trade: the feedback effects. Ecol Econ 71:42–53

    Article  Google Scholar 

  • Su B, Ang BW (2016) Multi-region comparisons of emission performance: the structural decomposition analysis approach. Ecol Indic 67:78–87

    Article  Google Scholar 

  • Treloar G (1997) Extracting embodied energy paths from input–output tables: towards an input–output-based hybrid energy analysis method. Econ Syst Res 9:375–391

    Article  Google Scholar 

  • Treloar GJ, Love PE, Faniran OO (2001) Improving the reliability of embodied energy methods for project life-cycle decision making. Logist Inf Manag 14:303–318

    Article  Google Scholar 

  • Tukker A, Erik DB (2013) Global multiregional input-output frameworks: an introduction and outlook. Econ Syst Res 25:1–19

    Article  Google Scholar 

  • Wang B, Liu YY, Li ZJ, Li ZW (2016) Association of indoor air pollution from coal combustion with influenza-like illness in housewives. Environ Pollut 216:646–652

    Article  CAS  Google Scholar 

  • Wei C, Wang D, Wu WY, Xie LY (2017) Research on coal consumption and influencing factors of rural residents in China. China Population, Resources and Environment 27:178–185

    Google Scholar 

  • Xiao HB, Li J, Li ZT, Han F, Li H (2017) Analysis of current situation and influencing factors of rural energy consumption in Beijing -- based on a survey of 1866 rural households in Beijing. Chin J Agric Resour Reg Plan 38:127–137

    Google Scholar 

  • Xu CQ, Hong JL, Ren YX, Wang QS, Yuan XL (2015) Approaches for controlling air pollutants and their environmental impacts generated from coal-based electricity generation in China. Environ Sci Pollut Res 22:12384–12395

    Article  CAS  Google Scholar 

  • Yang HY (2000) Coal consumption and economic growth in Taiwan. Energy Sources Part A-Recovery Util Environ Eff 22:109–115

    CAS  Google Scholar 

  • Yoo SH (2006) Causal relationship between coal consumption and economic growth in Korea. Appl Energy 83:1181–1189

    Article  Google Scholar 

  • Zhang HC, Wang ZJ, Li XL et al (2014) Analysis of the fluctuation law and cause of coal consumption demand in China. China Popul, Resour Environ 24:94–101

    Google Scholar 

  • Zhang B, Qu X, Meng J, Sun XD (2017a) Identifying primary energy requirements in structural path analysis: a case study of China 2012. Appl Energy 191:425–435

    Article  Google Scholar 

  • Zhang ZZ, Wang WX, Cheng MM, Liu SJ, Xu J, He YJ, Meng F (2017b) The contribution of residential coal combustion to PM2.5 pollution over China’s Beijing-Tianjin-Hebei region in winter. Atmos Environ 159:147–161

    Article  CAS  Google Scholar 

  • Zhou Q, Tang YG (2011) Coal combustion on environment pollution in China. Electrical and Control Engineering (ICECE)

Download references

Funding

The authors are grateful for financial support from the National Natural Science Foundation of China (NSFC) (Grant No. 71673083) and the National Social Science Fund of China (Grant No. 18AJL008).

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Correspondence to Rui Xie.

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Highlights

• A structural path analysis is used to identify key coal consumption sectors in China.

• Investment, exports, and household consumption account for most coal consumption.

• We identify 1-, 2-, and 3-node paths that are responsible for high coal consumption.

• The Energy, Gas, and Water Supply sector produces the most coal demand.

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Yang, L., Li, L., Zhu, K. et al. Structural path analysis of China’s coal consumption using input–output frameworks. Environ Sci Pollut Res 27, 6796–6812 (2020). https://doi.org/10.1007/s11356-019-07176-6

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