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Residential Natural Gas Demand Elasticities in OECD Countries: An ARDL Bounds Testing Approach

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  • Bernstein, Ronald

    ()
    (E.ON Energy Research Center, Institute for Future Energy Consumer Needs and Behavior (FCN), RWTH Aachen University)

  • Madlener, Reinhard

    ()
    (E.ON Energy Research Center, Institute for Future Energy Consumer Needs and Behavior (FCN), RWTH Aachen University)

Abstract

In this paper we analyze residential natural gas demand in twelve OECD countries using time series data from 1980 to 2008. We estimate long-run demand elasticities with regard to real disposable income and real residential price of natural gas using the autoregressive distributed lag (ARDL) bounds testing procedure (Pesaran and Shin, 1999). The robustness of the long-run estimates is checked by additionally considering the FMOLS and DOLS estimators. By employing an error correction framework we also obtain estimates for the speeds of adjustment to long-run equilibrium and short-run elasticities for the individual countries. The effect of weather conditions on natural gas demand in a given year is accounted for by including heating degree days as a control variable. On average, the long-run elasticities are 0.94 with regard to income, –0.51 with regard to price and 1.35 with regard to weather. The short-run dynamics assessed by estimation of the error correction models indicate an average adjustment coefficient of –0.58, a short-run income elasticity of 0.45, a short-run price elasticity of –0.24, and a short-run weather elasticity of 0.72. Hence, on average, the short-run elasticities are approximately half in magnitude compared to their long-run counterparts.

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Bibliographic Info

Paper provided by E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN) in its series FCN Working Papers with number 15/2011.

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Length: 23 pages
Date of creation: Oct 2011
Date of revision:
Handle: RePEc:ris:fcnwpa:2011_015

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Web page: http://www.eonerc.rwth-aachen.de/fcn
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Keywords: Natural gas demand; Elasticities; ARDL; Bounds testing; OECD countries; Residential;

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References

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  1. Frank Asche & Odd Bjarte Nilsen & Ragnar Tveteras, 2008. "Natural Gas Demand in the European Household Sector," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 27-46.
  2. James G. MacKinnon, 1995. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Working Papers 918, Queen's University, Department of Economics.
  3. Saikkonen, Pentti, 1992. "Estimation and Testing of Cointegrated Systems by an Autoregressive Approximation," Econometric Theory, Cambridge University Press, vol. 8(01), pages 1-27, March.
  4. Berkhout, Peter H. G. & Ferrer-i-Carbonell, Ada & Muskens, Jos C., 2004. "The ex post impact of an energy tax on household energy demand," Energy Economics, Elsevier, vol. 26(3), pages 297-317, May.
  5. Phillips, Peter C B & Hansen, Bruce E, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," Review of Economic Studies, Wiley Blackwell, vol. 57(1), pages 99-125, January.
  6. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-36, July.
  7. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
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Cited by:
  1. Achtnicht, Martin & Madlener, Reinhard, 2014. "Factors influencing German house owners' preferences on energy retrofits," Energy Policy, Elsevier, vol. 68(C), pages 254-263.
  2. Kuper, Gerard & Mulder, Machiel, 2013. "Cross-border infrastructure constraints, regulatory measures and economic integration of the Dutch - German gas market," Research Report 13001-EEF, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  3. Bruns, Stephan B. & Gross, Christian, 2013. "What if energy time series are not independent? Implications for energy-GDP causality analysis," Energy Economics, Elsevier, vol. 40(C), pages 753-759.
  4. Michelsen , Carl Christian & Madlener, Reinhard, 2013. "Switching from Fossil Fuel to Renewables in Residential Heating Systems: An Empirical Study of Homeowners’ Decisions in Germany," FCN Working Papers 14/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  5. Rohlfs, Wilko & Madlener, Reinhard, 2012. "Assessment of Clean-Coal Strategies: The Questionable Merits of Carbon Capture-Readiness," FCN Working Papers 18/2012, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  6. Rohlfs, Wilko & Madlener, Reinhard, 2013. "Challenges in the Evaluation of Ultra-Long-Lived Projects: Risk Premia for Projects with Eternal Returns or Costs," FCN Working Papers 13/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  7. Hackbarth, André & Madlener, Reinhard, 2013. "Willingness-to-Pay for Alternative Fuel Vehicle Characteristics: A Stated Choice Study for Germany," FCN Working Papers 20/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  8. Ghosh, Gaurav & Shortle, James, 2012. "Managing Pollution Risk through Emissions Trading," FCN Working Papers 1/2012, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  9. Harmsen - van Hout, Marjolein & Ghosh, Gaurav & Madlener, Reinhard, 2013. "An Evaluation of Attribute Anchoring Bias in a Choice Experimental Setting," FCN Working Papers 6/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  10. Harmsen - van Hout, Marjolein & Ghosh, Gaurav & Madlener, Reinhard, 2013. "The Impact of Green Framing on Consumers’ Valuations of Energy-Saving Measures," FCN Working Papers 7/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  11. Rohlfs, Wilko & Madlener, Reinhard, 2013. "Optimal Power Generation Investment: Impact of Technology Choices and Existing Portfolios for Deploying Low-Carbon Coal Technologies," FCN Working Papers 12/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  12. Sorda, Giovanni & Madlener, Reinhard, 2012. "Cost-Effectiveness of Lignocellulose Biorefineries and their Impact on the Deciduous Wood Markets in Germany," FCN Working Papers 8/2012, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  13. Yu, Yihua & Zheng, Xinye & Han, Yi, 2014. "On the demand for natural gas in urban China," Energy Policy, Elsevier, vol. 70(C), pages 57-63.
  14. Hackbarth, André & Madlener, Reinhard, 2011. "Consumer Preferences for Alternative Fuel Vehicles: A Discrete Choice Analysis," FCN Working Papers 20/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  15. Michelsen, Carl Christian & Madlener, Reinhard, 2011. "Homeowners' Motivation to Adopt a Residential Heating System: A Principal-Component Analysis," FCN Working Papers 17/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Jan 2013.
  16. Palmer, Johannes & Sorda, Giovanni & Madlener, Reinhard, 2013. "Modeling the Diffusion of Residential Photovoltaic Systems in Italy: An Agent-based Simulation," FCN Working Papers 9/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  17. Rohlfs, Wilko & Madlener, Reinhard, 2011. "Multi-Commodity Real Options Analysis of Power Plant Investments: Discounting Endogenous Risk Structures," FCN Working Papers 22/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  18. Dergiades, Theologos & Madlener, Reinhard & Christofidou, Georgia, 2012. "The Nexus between Natural Gas Spot and Futures Prices at NYMEX: Do Weather Shocks and Non-Linear Causality in Low Frequencies Matter?," FCN Working Papers 17/2012, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Sep 2013.

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