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Tales from the tails: Sector-level carbon intensity distribution

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  • Baran Doda

Abstract

The decomposition of changes in a country’s carbon emissions into contributions from changes in the sector-level carbon intensity, value-added share of sectors and level of GDP illustrates their relative importance for observed emissions. Using data from 34 sectors in 39 countries covering 1995-2009, I find that shifting composition of output towards low-carbon sectors and improvements in sector-level carbon intensity were instrumental in constraining emissions in most countries. In contrast, increases in economic activity pushed emissions up in all countries. These observations suggest structural change can be as important as cleaning up carbon intensive sectors and motivate a closer look at high (HCI) and low (LCI) carbon intensity sectors. I document the large cross-country variation in the average carbon intensity of HCI and LCI sets and of individual HCI and LCI sectors. HCI sectors tend to (i) account for a smaller share of employment; (ii) be more capital intensive; and (iii) employ a workforce with a lower average skill level. In the full sample, and in subsamples by level of development, employment declined in HCI sectors and increased in LCI sectors with its composition shifting towards high-skilled workers in both. Capital intensity growth was faster but multifactor productivity growth was slower in HCI sectors. Moreover, the pace of change was typically greater in the LCI sectors of the developing country subsample.

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  • Baran Doda, 2016. "Tales from the tails: Sector-level carbon intensity distribution," GRI Working Papers 252, Grantham Research Institute on Climate Change and the Environment.
    • Handle: RePEc:lsg:lsgwps:wp252
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    References listed on IDEAS

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    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. Arik Levinson, 2015. "A Direct Estimate of the Technique Effect: Changes in the Pollution Intensity of US Manufacturing, 1990-2008," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 43-56.
    3. Ferrarini , Benno & de Vries , Gaaitzen J., 2015. "What Accounts for the Growth of Carbon Dioxide Emissions in Advanced and Emerging Economies? The Role of Consumption, Technology, and Global Supply Chain Trade," ADB Economics Working Paper Series 458, Asian Development Bank.
    4. Ang, B. W., 2005. "The LMDI approach to decomposition analysis: a practical guide," Energy Policy, Elsevier, vol. 33(7), pages 867-871, May.
    5. 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.
    6. Voigt, Sebastian & De Cian, Enrica & Schymura, Michael & Verdolini, Elena, 2014. "Energy intensity developments in 40 major economies: Structural change or technology improvement?," Energy Economics, Elsevier, vol. 41(C), pages 47-62.
    7. Myles R. Allen, 2016. "Drivers of peak warming in a consumption-maximizing world," Nature Climate Change, Nature, vol. 6(7), pages 684-686, July.
    8. Xu, X.Y. & Ang, B.W., 2013. "Index decomposition analysis applied to CO2 emission studies," Ecological Economics, Elsevier, vol. 93(C), pages 313-329.
    9. Douglas, Stratford & Nishioka, Shuichiro, 2012. "International differences in emissions intensity and emissions content of global trade," Journal of Development Economics, Elsevier, vol. 99(2), pages 415-427.
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    Cited by:

    1. Fankhauser, Samuel & Jotzo, Frank, 2017. "Economic growth and development with low-carbon energy," LSE Research Online Documents on Economics 86850, London School of Economics and Political Science, LSE Library.

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