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Club Convergence in the Energy Intensity of China

Author

Listed:
  • Dayong Zhang
  • David C. Broadstock

Abstract

We contribute to energy policy discourse in China by demonstrating the existence of multiple energy-intensity equilibria across its provinces. Using recently developed club convergence methods, we identify three unique clubs in China, each with markedly different energy intensity profiles. Unlike in previous studies, our club groupings do not strictly adhere to common geographic separations e.g. east, west and central divisions. To better understand what commonalities/disparities lay behind their groupings, we undertake a regression of the determinants of energy intensity, in a similar vein to a number of recent studies. Doing so, we demonstrate a number of significant differences in the determinants for each of the identified clubs, given which we are able to offer a rich set of policy implications. Not all determinants are common across the three clubs, and where they are common, they can differ both in magnitude and sign, reflecting the fundamental differences across the groups.

Suggested Citation

  • Dayong Zhang & David C. Broadstock, 2016. "Club Convergence in the Energy Intensity of China," The Energy Journal, , vol. 37(3), pages 137-158, July.
    • Handle: RePEc:sae:enejou:v:37:y:2016:i:3:p:137-158
    DOI: 10.5547/01956574.37.3.dzha
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    References listed on IDEAS

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    1. repec:aen:journl:2011v32-02-a03 is not listed on IDEAS
    2. Filippini, Massimo & Hunt, Lester C., 2012. "US residential energy demand and energy efficiency: A stochastic demand frontier approach," Energy Economics, Elsevier, vol. 34(5), pages 1484-1491.
    3. repec:aen:journl:1999v20-03-a03 is not listed on IDEAS
    4. Ma, Hengyun & Oxley, Les & Gibson, John & Kim, Bonggeun, 2008. "China's energy economy: Technical change, factor demand and interfactor/interfuel substitution," Energy Economics, Elsevier, vol. 30(5), pages 2167-2183, September.
    5. Duro, Juan Antonio & Alcántara, Vicent & Padilla, Emilio, 2010. "International inequality in energy intensity levels and the role of production composition and energy efficiency: An analysis of OECD countries," Ecological Economics, Elsevier, vol. 69(12), pages 2468-2474, October.
    6. Liu, Yaobin & Xie, Yichun, 2013. "Asymmetric adjustment of the dynamic relationship between energy intensity and urbanization in China," Energy Economics, Elsevier, vol. 36(C), pages 43-54.
    7. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    8. Joseph Aldy, 2006. "Per Capita Carbon Dioxide Emissions: Convergence or Divergence?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(4), pages 533-555, April.
    9. Zhang, ZhongXiang, 2003. "Why did the energy intensity fall in China's industrial sector in the 1990s? The relative importance of structural change and intensity change," Energy Economics, Elsevier, vol. 25(6), pages 625-638, November.
    10. Markandya, Anil & Pedroso-Galinato, Suzette & Streimikiene, Dalia, 2006. "Energy intensity in transition economies: Is there convergence towards the EU average?," Energy Economics, Elsevier, vol. 28(1), pages 121-145, January.
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    Cited by:

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    5. Pinar, Mehmet, 2025. "Convergence in energy self-sufficiency: the role of renewable energy, fossil fuel rents, energy efficiency and gross domestic product per capita," Energy, Elsevier, vol. 326(C).

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