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Decomposing the drivers of aviation fuel demand using simultaneous equation models

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  • Wadud, Zia

Abstract

Decomposition analysis is a widely used technique in energy analysis, whereby the growth in energy demand is attributed to different components. In this paper the decomposition analysis is extended in a system econometric modelling framework in order to understand the drivers of each of the components in the decomposition analysis. The growth in aviation fuel demand is decomposed into five components: population, passenger per capita, distances per passenger, load factor and fuel efficiency, and then seemingly unrelated regression methods is applied in order to model each of these. Results show that the fuel demand in the US air transport sector most closely follows the trend of passenger per capita. The growth in fuel demand is slowed by improvements in fuel efficiency and usage efficiency (load factor). Increases in income affects both passengers per capita and distances per passenger. However, increases in travel costs have opposite effects on passenger per capita (decreases) and distance per passenger (increases). Increases in jet fuel prices improves both the load factor and fuel efficiency.

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  • Wadud, Zia, 2015. "Decomposing the drivers of aviation fuel demand using simultaneous equation models," Energy, Elsevier, vol. 83(C), pages 551-559.
    • Handle: RePEc:eee:energy:v:83:y:2015:i:c:p:551-559
    DOI: 10.1016/j.energy.2015.02.061
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    1. Timothy J. Vogelsang, 1999. "Two Simple Procedures for Testing for a Unit Root When There are Additive Outliers," Journal of Time Series Analysis, Wiley Blackwell, vol. 20(2), pages 237-252, March.
    2. Kveiborg, Ole & Fosgerau, Mogens, 2007. "Decomposing the decoupling of Danish road freight traffic growth and economic growth," Transport Policy, Elsevier, vol. 14(1), pages 39-48, January.
    3. Hendry, David F, 1986. "Econometric Modelling with Cointegrated Variables: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 201-212, August.
    4. Banerjee, Anindya, et al, 1986. "Exploring Equilibrium Relationships in Econometrics through Static Models: Some Monte Carlo Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 253-277, August.
    5. G. Boyd & J. F. McDonald & M. Ross & D. A. Hansont, 1987. "Separating the Changing Composition of U.S. Manufacturing Production from Energy Efficiency Improvements: A Divisia Index Approach," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 77-96.
    6. Bhadra, Dipasis & Kee, Jacqueline, 2008. "Structure and dynamics of the core US air travel markets: A basic empirical analysis of domestic passenger demand," Journal of Air Transport Management, Elsevier, vol. 14(1), pages 27-39.
    7. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    8. Nie, Hongguang & Kemp, René, 2014. "Index decomposition analysis of residential energy consumption in China: 2002–2010," Applied Energy, Elsevier, vol. 121(C), pages 10-19.
    9. 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.
    10. Wadud, Zia, 2014. "The asymmetric effects of income and fuel price on air transport demand," Transportation Research Part A: Policy and Practice, Elsevier, vol. 65(C), pages 92-102.
    11. Timilsina, Govinda R. & Shrestha, Ashish, 2009. "Transport sector CO2 emissions growth in Asia: Underlying factors and policy options," Energy Policy, Elsevier, vol. 37(11), pages 4523-4539, November.
    12. Ang, B. W., 2005. "The LMDI approach to decomposition analysis: a practical guide," Energy Policy, Elsevier, vol. 33(7), pages 867-871, May.
    13. Ang, B.W. & Xu, X.Y., 2013. "Tracking industrial energy efficiency trends using index decomposition analysis," Energy Economics, Elsevier, vol. 40(C), pages 1014-1021.
    14. Wadud, Zia, 2015. "Imperfect reversibility of air transport demand: Effects of air fare, fuel prices and price transmission," Transportation Research Part A: Policy and Practice, Elsevier, vol. 72(C), pages 16-26.
    15. Andreoni, V. & Galmarini, S., 2012. "European CO2 emission trends: A decomposition analysis for water and aviation transport sectors," Energy, Elsevier, vol. 45(1), pages 595-602.
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    3. Wadud, Zia & Royston, Sarah & Selby, Jan, 2019. "Modelling energy demand from higher education institutions: A case study of the UK," Applied Energy, Elsevier, vol. 233, pages 816-826.
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