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Modelling U.S. gasoline demand: A structural time series analysis with asymmetric price responses

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  • Dilaver, Zafer
  • Hunt, Lester C.

Abstract

This research aims to estimate a gasoline demand function for the U.S. using a stochastic exogenous trend model with asymmetric price responses. It is, as far as is known, the first attempt to model U.S. gasoline demand using this combined approach. The Structural Time Series Model is therefore employed for annual data over the period 1949–2019 allowing for both asymmetric price responses (for technical progress to affect demand endogenously) and an underlying energy demand trend for gasoline (for technical progress and other factors to affect demand exogenously in a linear or non-linear way). It is found that for U.S. per capita gasoline demand, the estimated long-run income elasticity is 0.41, the estimated long-run price-max elasticity is −0.31, the estimated long-run price-recovery elasticity is −0.15, and the estimated long-run price-cut elasticity is −0.14. In addition, the estimated underlying energy demand trend for U.S. per capita gasoline demand is non-linear with periods when it is increasing and periods when it is decreasing.

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  • Dilaver, Zafer & Hunt, Lester C., 2021. "Modelling U.S. gasoline demand: A structural time series analysis with asymmetric price responses," Energy Policy, Elsevier, vol. 156(C).
  • Handle: RePEc:eee:enepol:v:156:y:2021:i:c:s0301421521002561
    DOI: 10.1016/j.enpol.2021.112386
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    1. Adeyemi, Olutomi I. & Hunt, Lester C., 2007. "Modelling OECD industrial energy demand: Asymmetric price responses and energy-saving technical change," Energy Economics, Elsevier, vol. 29(4), pages 693-709, July.
    2. Espey, Molly, 1998. "Gasoline demand revisited: an international meta-analysis of elasticities," Energy Economics, Elsevier, vol. 20(3), pages 273-295, June.
    3. Rodrigues, Niágara & Losekann, Luciano & Silveira Filho, Getulio, 2018. "Demand of automotive fuels in Brazil: Underlying energy demand trend and asymmetric price response," Energy Economics, Elsevier, vol. 74(C), pages 644-655.
    4. Hunt, Lester C. & Judge, Guy & Ninomiya, Yasushi, 2003. "Underlying trends and seasonality in UK energy demand: a sectoral analysis," Energy Economics, Elsevier, vol. 25(1), pages 93-118, January.
    5. John Coglianese & Lucas W. Davis & Lutz Kilian & James H. Stock, 2017. "Anticipation, Tax Avoidance, and the Price Elasticity of Gasoline Demand," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 1-15, January.
    6. Dargay, Joyce & Gately, Dermot, 1997. "The demand for transportation fuels: Imperfect price-reversibility?," Transportation Research Part B: Methodological, Elsevier, vol. 31(1), pages 71-82, February.
    7. Adeyemi, Olutomi I. & Hunt, Lester C., 2014. "Accounting for asymmetric price responses and underlying energy demand trends in OECD industrial energy demand," Energy Economics, Elsevier, vol. 45(C), pages 435-444.
    8. Adeyemi, Olutomi I. & Broadstock, David C. & Chitnis, Mona & Hunt, Lester C. & Judge, Guy, 2010. "Asymmetric price responses and the underlying energy demand trend: Are they substitutes or complements? Evidence from modelling OECD aggregate energy demand," Energy Economics, Elsevier, vol. 32(5), pages 1157-1164, September.
    9. David C. Broadstock & Alan Collins & Lester C. Hunt, 2011. "Transportation oil demand, consumer preferences and asymmetric prices," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 38(5), pages 528-536, September.
    10. Daniel J. Graham & Stephen Glaister, 2002. "The Demand for Automobile Fuel: A Survey of Elasticities," Journal of Transport Economics and Policy, University of Bath, vol. 36(1), pages 1-25, January.
    11. Lin, C.-Y. Cynthia & Prince, Lea, 2013. "Gasoline price volatility and the elasticity of demand for gasoline," Energy Economics, Elsevier, vol. 38(C), pages 111-117.
    12. Hillard Huntington, 2010. "Oil demand and technical progress," Applied Economics Letters, Taylor & Francis Journals, vol. 17(18), pages 1747-1751.
    13. Lester C. Hunt & Guy Judge & Yasushi Ninomiya, 2003. "Modelling underlying energy demand trends," Chapters, in: Lester C. Hunt (ed.), Energy in a Competitive Market, chapter 9, Edward Elgar Publishing.
    14. Majid Ahmadian & Mona Chitnis & Lester C. Hunt, 2007. "Gasoline demand, pricing policy and social welfare in the Islamic Republic of Iran," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 31(2), pages 105-124, June.
    15. Havranek, Tomas & Kokes, Ondrej, 2015. "Income elasticity of gasoline demand: A meta-analysis," Energy Economics, Elsevier, vol. 47(C), pages 77-86.
    16. Bruce Traill & David Colman & Trevor Young, 1978. "Estimating Irreversible Supply Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 60(3), pages 528-531.
    17. Harvey, Andrew & Scott, Andrew, 1994. "Seasonality in Dynamic Regression Models," Economic Journal, Royal Economic Society, vol. 104(427), pages 1324-1345, November.
    18. James M. Griffin & Craig T. Schulman, 2005. "Price Asymmetry in Energy Demand Models: A Proxy for Energy-Saving Technical Change?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 1-22.
    19. Lucas W. Davis & Lutz Kilian, 2011. "Estimating the effect of a gasoline tax on carbon emissions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(7), pages 1187-1214, November.
    20. Havranek, Tomas & Irsova, Zuzana & Janda, Karel, 2012. "Demand for gasoline is more price-inelastic than commonly thought," Energy Economics, Elsevier, vol. 34(1), pages 201-207.
    21. Beenstock, Michael & Wilcocks, Patrick, 1983. "Energy and economic activity: a reply to Kouris," Energy Economics, Elsevier, vol. 5(3), pages 212-212, July.
    22. Joanne Evans & Lester C. Hunt (ed.), 2009. "International Handbook on the Economics of Energy," Books, Edward Elgar Publishing, number 12764.
    23. Dargay, Joyce & Gately, Dermot, 1995. "The imperfect price reversibility of non-transport oil demand in the OECD," Energy Economics, Elsevier, vol. 17(1), pages 59-71, January.
    24. David L. Greene, 1990. "CAFE OR PRICE?: An Analysis of the Effects of Federal Fuel Economy Regulations and Gasoline Price on New Car MPG, 1978-89," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 37-58.
    25. Brons, Martijn & Nijkamp, Peter & Pels, Eric & Rietveld, Piet, 2008. "A meta-analysis of the price elasticity of gasoline demand. A SUR approach," Energy Economics, Elsevier, vol. 30(5), pages 2105-2122, September.
    26. Alptekin, Aynur & Broadstock, David C. & Chen, Xiaoqi & Wang, Dong, 2019. "Time-varying parameter energy demand functions: Benchmarking state-space methods against rolling-regressions," Energy Economics, Elsevier, vol. 82(C), pages 26-41.
    27. Gately, D. & Streifel, S.S., 1997. "The demand for Oil Products in Developing Countries," World Bank - Discussion Papers 359, World Bank.
    28. Ishmael Ackah & Frank Adu, 2014. "Modelling Gasoline Demand in Ghana: A Structural Time Series Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 4(1), pages 76-82.
    29. Majid Ahmadian & Mona Chitnis & Lester C Hunt, 2007. "Gasoline Demand, Pricing Policy and Social Welfare in Iran," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 117, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
    30. David C Broadstock & Eleni Papathanasopoulou, 2013. "Gasoline demand in Greece: the importance of shifts in the underlying energy demand trend," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 141, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
    31. Kouris, George, 1983. "Fuel consumption for road transport in the USA," Energy Economics, Elsevier, vol. 5(2), pages 89-99, April.
    32. Hamid Baghestani & Ismail Genc & Samer Kherfi, 2016. "Asymmetries in US demand for gasoline," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 40(2), pages 112-124, June.
    33. Carol A. Dahl, 1986. "Gasoline Demand Survey," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 67-82.
    34. Amin Karimu, 2014. "Impact of economic and non-economic factors on gasoline demand: a varying parameter model for Sweden and the UK," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 38(4), pages 445-468, December.
    35. Harvey, A C, et al, 1986. "Stochastic Trends in Dynamic Regression Models: An Application to the Employment-Output Equations," Economic Journal, Royal Economic Society, vol. 96(384), pages 975-985, December.
    36. Atalla, Tarek N. & Gasim, Anwar A. & Hunt, Lester C., 2018. "Gasoline demand, pricing policy, and social welfare in Saudi Arabia: A quantitative analysis," Energy Policy, Elsevier, vol. 114(C), pages 123-133.
    37. Dermot Gately, 1993. "The Imperfect Price-Reversibility of World Oil Demand," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 163-182.
    38. Haas, Reinhard & Schipper, Lee, 1998. "Residential energy demand in OECD-countries and the role of irreversible efficiency improvements," Energy Economics, Elsevier, vol. 20(4), pages 421-442, September.
    39. Kouris, George, 1983. "Energy consumption and economic activity in industrialized economies--a note," Energy Economics, Elsevier, vol. 5(3), pages 207-212, July.
    40. George Kouris, 1983. "Energy Demand Elasticities in Industrialized Countries: A Survey," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 73-94.
    41. Harvey, Andrew, 1997. "Trends, Cycles and Autoregressions," Economic Journal, Royal Economic Society, vol. 107(440), pages 192-201, January.
    42. Lester C. Hunt & Guy Judge & Yashushi Ninomiya, 2000. "Modelling Technical Progress: An Application of the Stochastic Trend Model to UK Energy Demand," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 99, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
    43. Dermot Gately & Hiliard G. Huntington, 2002. "The Asymmetric Effects of Changes in Price and Income on Energy and Oil Demand," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 19-55.
    44. Joyce Dargay & Dermot Gately, 1994. "Oil Demand in the Industrialized Countries," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 39-67.
    45. Hillard G. Huntington, 2006. "A Note on Price Asymmetry as Induced Technical Change," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 1-8.
    46. Park, Sung Y. & Zhao, Guochang, 2010. "An estimation of U.S. gasoline demand: A smooth time-varying cointegration approach," Energy Economics, Elsevier, vol. 32(1), pages 110-120, January.
    47. Dermot Gately, 1992. "Imperfect Price-Reversibility of U.S. Gasoline Demand: Asymmetric Responses to Price Increases and Declines," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 179-208.
    48. Carol A. Dahl, 2014. "What do we know about gasoline demand elasticities?," Working Papers 2014-11, Colorado School of Mines, Division of Economics and Business.
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    More about this item

    Keywords

    U.S. gasoline demand; Asymmetric price responses; Underlying energy demand trend (UEDT); Structural time series model; Price and income elasticities;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • Q38 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Government Policy (includes OPEC Policy)
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

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